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Information geometry of neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2000) 1886
DOI: 10.1007/3-540-44533-1_2
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Abstract

Japan has launched a big Brain Science Program which includes theoretical foundations of neurocomputing. Mathematical foundation of brainstyle computation is one of die main targets of our laboratory in the RIKEN Brain Science Institute. The present talk will introduce the Japanese Brain Science Program, and then give a direction toward mathematical foundation of neurocomputing.

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Amari, S. I. (2000). Information geometry of neural networks. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1886). Springer Verlag. https://doi.org/10.1007/3-540-44533-1_2

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