ATR – DNI3月, 2013 | ATR - DNI

2013/03/25 インフォメーション 公開物(ツール/データ)

ns_Converter更新

本日、我々の脳・行動データ共有のためのツールをアップデートしました。
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[変更内容]
ns_Converter 1.2.1 → 1.3
・MATファイル形式変更

2013/03/12 公開物(ツール/データ)

Variational Bayesian Canonical Correlation Analysis

Yusuke Fujiwara has just open-sourced his variational Bayesian CCA library for matlab. This library uses data from Miyawaki’s 2008 paper and is available on github:

https://github.com/ATR-DNI/VBCCA

See:

  • Fujiwara Y, Miyawaki Y and Kamitani Y. (2013). Modular encoding and decoding models derived from Bayesian Canonical Correlation Analysis. Neural Computation, in press.

References:

  • Miyawaki Y, Uchida H, et al., and Kamitani Y. (2008). Visual image reconstruction from human brain activity using a combination of multi scale local image decoders. Neuron, 60, 915-929.
  • Fujiwara, Y., Miyawaki, Y., and Kamitani, Y. (2009). Estimating image bases for visual image reconstruction from human brain activity. Advances in neural information processing systems, 22, 576-584. (http://books.nips.cc/papers/files/nips22/NIPS2009_0804.pdf)
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