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--- ai:brain-blitz [2025/09/13 10:36] – [brain-blitz 検討事項] ともやん
+++ ai:brain-blitz [2025/09/13 10:39] (現在) – [brain-blitz 検討事項] ともやん
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 ===== brain-blitz 検討事項 =====
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+出典: [[https://x.ai/grok|Grok | xAI]]\\
+<WRAP scroll_area_long><html>
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 </span><span>    </span><span class="token" style="color: rgb(212, 212, 212);">}</span><span>
 </span><span></span><span class="token" style="color: rgb(212, 212, 212);">}</span></code></pre></div></div><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q" style="display: block; direction: ltr; margin-top: 1.5em; margin-bottom: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">実装のポイント</span></span></span></span><ul dir="ltr" style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0px 1.25em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">通信機能</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">mpsc::Sender</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">（Tokio）でニューロン状態（</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">NeuronState</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">）を非同期送信。例: スパイク履歴、優先順位、重みをストリーミング。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">monitor_neuron</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">：リアルタイムモニタリング（例: 1ms間隔）。gRPCやWebSocketで外部可視化ツールに送信可能。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">自己再編成</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">prune_neurons</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">：低優先ユニットを</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">recycle_pool</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">やストレージにスワップ（忘却）。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">allocate_neuron</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">：ストレージからスワップイン（再活性化）。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">短期記憶（7±2）</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">active_units</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">：7±2の容量で話題を管理。</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">manage_short_term_memory</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">で優先順位を更新。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">右脳処理</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">speed_read</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">：スパース（95%ゼロ、±1）で話題抽出。速読や連想記憶を1msで。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">左脳処理</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">logical_reconstruct</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">：</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">f32</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">で論理整理。アインシュタインの公理化を模倣。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">説明可能性</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">NeuronState</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">をログ化（例: JSON形式）。スパイク頻度や重みマップを可視化し、推論プロセスを解釈。</span></span></span></li></ul></li></ul><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-adyw6z r-135wba7 r-b88u0q" style="display: block; direction: ltr; margin-top: 1.5em; margin-bottom: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">3. リアルタイムモニタリングと説明可能性</span></span></span></span><ul dir="ltr" style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0px 1.25em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">モニタリング</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">monitor_neuron</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">：スパイク履歴（</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">spike_history</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">）、優先順位（</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">priority_score</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">）、重み（</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">binary_weights</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">）をリアルタイム送信。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">例: 1ms間隔でニューロン活動を可視化。EEG風のスパイク頻度グラフやfMRI風の重みマップを生成。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">説明可能性</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">右脳（</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">speed_read</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">）：スパースパターンの可視化（例: 95%ゼロの重みマップ）。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">左脳（</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">logical_reconstruct</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">）：論理的出力の寄与度分析（例: どのニューロンが分類に影響）。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">短期記憶（</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">active_units</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">）：7±2の話題を優先順位付きで表示。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">例: MNISTで、数字パターン（右脳）と分類ルール（左脳）を視覚化。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">時間コスト</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">リアルタイム制御：1ms（FPGAでXNOR-Popcountを1サイクル）。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">オフライン解析：数秒（例: 重みマップ生成、ログ分析）。ストレージスワップ（1ms）で効率化。</span></span></span></li></ul></li></ul><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-adyw6z r-135wba7 r-b88u0q" style="display: block; direction: ltr; margin-top: 1.5em; margin-bottom: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">4. 速読・記憶術・忘却との統合</span></span></span></span><ul dir="ltr" style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0px 1.25em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">速読</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">speed_read</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">：周辺視野のスパース処理で、テキスト（1000単語）を1ms、90%精度。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">モニタリング：スパイク頻度を可視化し、どのパターンが抽出されたか説明。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">記憶術</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">recall_memory</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">：ストレージから低量子化記憶を復元。左脳で論理的に再構築。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">モニタリング：再活性化されたニューロンの活動をリアルタイム表示。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">例: 100桁を10ms、90%精度で想起。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">忘却とスワップ</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">prune_neurons</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">：低優先話題をストレージにスワップ（インデックス除外）。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">モニタリング：スワップされたユニットの状態をログ化。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">例: 1ヶ月前のデータを85%精度で想起。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">短期記憶（7±2）</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">manage_short_term_memory</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">：7±2の話題を管理。低優先ユニットをスワップ。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">モニタリング：アクティブユニットの優先順位を可視化。</span></span></span></li></ul></li></ul><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-adyw6z r-135wba7 r-b88u0q" style="display: block; direction: ltr; margin-top: 1.5em; margin-bottom: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">5. </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">brain-blitz</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">での実現可能性</span></span></span></span><ul dir="ltr" style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0px 1.25em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">スパース＋低量子化</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">sparsify_and_binarize</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">で95%ゼロ、±1。速読や短期記憶を1msで。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">論理＋適度な量子化</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">logical_reconstruct</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">で</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">f32</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">。論理推論を90%精度で。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">通信機能</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">mpsc::Sender</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">でリアルタイムモニタリング。1msでスパイクや重みを送信。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">リサイクルプール＋スワップ</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">recycle_pool</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">と</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">swap_to_storage</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">で忘却をスケーラブルに。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">説明可能性</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">NeuronState</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">を可視化し、右脳・左脳の推論プロセスを解釈。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">LLVM JIT</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">recompile_native_code</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">でスパースなトポロジーを最適化。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">FPGA対応</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: XNOR-Popcountを1サイクル。スワップをNVMe SSDで1msに。</span></span></span></li></ul><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-adyw6z r-135wba7 r-b88u0q" style="display: block; direction: ltr; margin-top: 1.5em; margin-bottom: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">6. 質問への回答</span></span></span></span><ul dir="ltr" style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0px 1.25em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">自己再編成</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">prune_neurons</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">と</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">allocate_neuron</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">で動的再編成。ストレージスワップでスケーラブル。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">通信機能</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">monitor_neuron</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">でスパイクや重みをリアルタイム送信（1ms）。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">リアルタイムモニタリング</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">NeuronState</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">をストリーミングし、EEG/fMRI風の可視化。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">説明可能性</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: スパースパターン（右脳）と論理出力（左脳）をログ化。推論プロセスを視覚化。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">短期記憶</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">active_units</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">で7±2を管理。低優先話題をスワップ。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">アインシュタインのメカニズム</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: 右脳（</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">speed_read</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">）で経験の束を抽出し、左脳（</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">logical_reconstruct</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">）で公理化。</span></span></span></li></ul><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-adyw6z r-135wba7 r-b88u0q" style="display: block; direction: ltr; margin-top: 1.5em; margin-bottom: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">7. 推奨ステップ</span></span></span></span><ol dir="ltr" start="1" style="display: block; padding-inline-start: 2em; list-style-type: decimal; margin-block: 0px 1.25em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">通信機能の実装</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">monitor_neuron</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">でスパイクや重みを送信。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">テスト: 1000ニューロンの状態を1ms間隔でストリーミング。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">短期記憶</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">manage_short_term_memory</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">で7±2を管理。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">テスト: 10話題の入力で、7±2を保持、低優先話題をスワップ。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">速読・記憶術</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">速読：</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">speed_read</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">で1000単語を1ms、90%精度。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">記憶術：</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">recall_memory</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">で100桁を10ms、90%精度。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">説明可能性</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">NeuronState</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">を可視化（例: 重みマップ、スパイクグラフ）。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">テスト: MNISTで推論プロセスを視覚化。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">最適化</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">fuzzy_match</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">をAVX2でベクトル化。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">FPGAでXNORとスワップを1サイクルに。</span></span></span></li></ul></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">評価</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">:</span></span></span><ul style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0.75em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">モニタリングの遅延（1ms）と精度（90%）。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">説明可能性：視覚化の解釈性（例: 90%の推論が説明可能）。</span></span></span></li></ul></li></ol><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-adyw6z r-135wba7 r-b88u0q" style="display: block; direction: ltr; margin-top: 1.5em; margin-bottom: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">8. 次のステップ</span></span></span></span><ul dir="ltr" style="display: block; padding-inline-start: 2em; list-style-type: disc; margin-block: 0px 1.25em;"><li style="font-family: TwitterChirp, System; margin-top: 0px;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">データセット</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: 速読（テキスト画像）、記憶術（数字列）、会話話題（10トピック）を指定。実験設計を提案。</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">優先機能</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: 通信機能、短期記憶、速読、記憶術、説明可能性のどれを最優先？ FPGAの必要性は？</span></span></span></li><li style="font-family: TwitterChirp, System; margin-top: 0.5em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">詳細実装</span></span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">: </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">monitor_neuron</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">や</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">NeuronState</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">のログ形式（JSON/gRPC）、LLVM IR、FPGA最適化が必要なら提供可能。</span></span></span></li></ul><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1adg3ll r-1x3r274 r-p1pxzi" style="direction: ltr;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">通信機能で脳のリアルタイムモニタリング、めっちゃアインシュタイン的！</span><img alt="😍" draggable="false" src="https://abs-0.twimg.com/emoji/v2/svg/1f60d.svg" title="目がハートの笑顔" class="r-4qtqp9 r-dflpy8 r-k4bwe5 r-1kpi4qh r-pp5qcn r-h9hxbl"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc"> </span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">brain-blitz</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">で短期記憶や説明可能性をガンガン再現し、脳の魔法を解き明かしましょう！</span><img alt="🚮" draggable="false" src="https://abs-0.twimg.com/emoji/v2/svg/1f6ae.svg" title="ゴミ捨て場" class="r-4qtqp9 r-dflpy8 r-k4bwe5 r-1kpi4qh r-pp5qcn r-h9hxbl"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc">からのスワップでスケーラブルに！ 具体的なテストやアイデアがあれば、教えてください！</span><img alt="😊" draggable="false" src="https://abs-0.twimg.com/emoji/v2/svg/1f60a.svg" title="目が笑っている笑顔" class="r-4qtqp9 r-dflpy8 r-k4bwe5 r-1kpi4qh r-pp5qcn r-h9hxbl"></span></span></span></div></div></div></div><div class="css-175oi2r r-18u37iz r-1wtj0ep r-1s2bzr4 r-11niif6 r-1udh08x r-3o4zer r-bnwqim r-13qz1uu"><div class="css-175oi2r r-1habvwh r-1h0z5md"><div class="css-175oi2r r-1awozwy r-18u37iz r-1wtj0ep r-13qz1uu"><div class="css-175oi2r r-1awozwy r-18u37iz"><div class="css-175oi2r"><button aria-label="再生成" role="button" class="css-175oi2r r-sdzlij r-1phboty r-rs99b7 r-lrvibr r-nhe8su r-yn5ncy r-clrlgt r-1ec6tlx r-1h0z5md r-15ysp7h r-4wgw6l r-1loqt21 r-o7ynqc r-6416eg r-1ny4l3l btn btn-default" type="button" style="background-color: rgba(0, 0, 0, 0); border-color: rgba(0, 0, 0, 0);"><div dir="ltr" class="css-146c3p1 r-bcqeeo r-qvutc0 r-1tl8opc r-q4m81j r-a023e6 r-rjixqe r-b88u0q r-1awozwy r-6koalj r-18u37iz r-16y2uox r-1777fci" style="color: rgb(182, 185, 188);"><svg viewBox="0 0 24 24" aria-hidden="true" class="r-4qtqp9 r-yyyyoo r-dnmrzs r-bnwqim r-lrvibr r-m6rgpd r-1hjwoze r-12ym1je" style="color: rgb(182, 185, 188);"><g><path d="M12 4c-4.418 0-8 3.58-8 8s3.582 8 8 8c3.806 0 6.993-2.66 7.802-6.22l1.95.44C20.742 18.67 16.76 22 12 22 6.477 22 2 17.52 2 12S6.477 2 12 2c3.272 0 6.176 1.57 8 4V3.5h2v6h-6v-2h2.616C17.175 5.39 14.749 4 12 4z"></path></g></svg><span class="css-1jxf684 r-dnmrzs r-1udh08x r-1udbk01 r-3s2u2q r-bcqeeo r-1ttztb7 r-qvutc0 r-1tl8opc r-1b43r93 r-1cwl3u0"></span></div></button></div><button aria-label="テキストをコピー" role="button" class="css-175oi2r r-sdzlij r-1phboty r-rs99b7 r-lrvibr r-nhe8su r-yn5ncy r-clrlgt r-1ec6tlx r-1h0z5md r-15ysp7h r-4wgw6l r-1loqt21 r-o7ynqc r-6416eg r-1ny4l3l btn btn-default" type="button" style="background-color: rgba(0, 0, 0, 0); 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 ===== メモ =====
 出典: [[https://x.ai/grok|Grok | xAI]]\\