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2005年07月27日

入門独立成分分析

タイトルの通り入門者向けにわかりやすい切り口で独立成分分析を解説してくれています。個人的には最後の章の「スパースコーディング」の観点から独立成分分析を説明しているる部分が興味深かったです。できるだけ少数の基底で、かつ基底は局所的なパターンを表現しているというのがスパースコーディングの概要ですが、人間のパターン認識に通じる「自然な」コーディングのようです。たとえば人間の目は、ぼんやりとした基底ではなく、局所的な基底(直線など)を組み合わせて物体を認識してるようです。

投稿者 taku : 2005年07月27日 22:41

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