Mon, Jan 18 PM 13:15 - 14:00 |
(1) |
13:15-14:00 |
[Invited Talk]
Noise-driven Computing on Neuromorphic VLSIs |
Tetsuya Asai (Hokkaido Univ.) |
|
14:00-14:15 |
Break ( 15 min. ) |
Mon, Jan 18 PM Biomimetic Information Processing1 14:15 - 15:55 |
(1) |
14:15-14:40 |
A study of the timing mechanism in a cerebellar network model implemented on FPGA |
Kanako Matsuno (UEC), Takeru Honda (UEC/RIKEN), Hideaki Manabe (UEC), Shigeru Tanaka (UEC/RIKEN), Tetsuro Nishino (UEC) |
(2) |
14:40-15:05 |
Brain mechanisms of dynamic image generation based on body schema(1) |
Toshio Inui (Kyoto Univ.), Yoko Yamaguchi (RIKEN), Naoyuki Sato (Future Univ-Hakodate), Hiroaki Mizuhara, Takafumi Sasaoka, Nobuhiko Asakura (Kyoto Univ.) |
(3) |
15:05-15:30 |
Shape group representation using higher-rank SOM with affine-invariant distance measure |
Sho Yakushiji, Takashi Ohkubo, Tetsuo Furukawa (Kyushu Inst. of Tech.) |
(4) |
15:30-15:55 |
Learning Machine having Curiosity
-- Sequential Learning and Model Selection under Unstable Environments -- |
Koichiro Yamauchi (Chubu University) |
|
15:55-16:05 |
Break ( 10 min. ) |
Mon, Jan 18 PM Machine Learning 16:05 - 17:45 |
(5) |
16:05-16:30 |
Rigorous Calculation Method of Bayes Marginal Likelihood in Normal Mixture |
Tetsutaro Yamada, Keisuke Yamazaki, Sumio Watanabe (Tokyo Inst. of Tech.) |
(6) |
16:30-16:55 |
Necessary Data Length for HMMs Based on the Vicarious Bayes Learning |
Keisuke Yamazaki (Tokyo Inst. of Tech.) |
(7) |
16:55-17:20 |
On Generalizaition Errors of Self-organizing Map |
Fumiaki Saitoh, Sumio Watanabe (Tokyo Inst. of Tech.) |
(8) |
17:20-17:45 |
On learning characteristics of binary neural networks with fuzziness tolerance |
Shutaro Kabeya, Toshimichi Saito (Hosei Univ.) |
Tue, Jan 19 AM Biomimetic Information Processing2 10:15 - 11:55 |
(9) |
10:15-10:40 |
Response of a vibrate-and-fire spiking neuron circuit to spike-train input |
Yuji Kawai, Toshimichi Saito (Hosei Univ.) |
(10) |
10:40-11:05 |
Artificial spiking neuron of characteristics |
Shimon Teshima, Toshimichi Saito (Hosei univ.) |
(11) |
11:05-11:30 |
Effective common input for pattern transition in a pulse associative memory model |
Keiko Ishimaru, Masaki Kawamura (Yamaguchi Univ.) |
(12) |
11:30-11:55 |
Hidden Structures Detection in Nonstationary Spike Trains |
Ken Takiyama (Univ. of Tokyo.), Masato Okada (Univ. of Tokyo./RIKEN) |
|
11:55-13:30 |
Break ( 95 min. ) |
Tue, Jan 19 PM 13:30 - 14:45 |
(13) |
13:30-13:55 |
An Estimator Based on Empirical Likelihood and Its Properties |
Manabu Takeda (Kyoto Univ.), Kazushi Ikeda, Takashi Takenouchi (NAIST), Yuki Yoshida (Osaka Univ.) |
(14) |
13:55-14:20 |
Analysis of the Difference of Food Menu Preference Between Supposed and Real Situations |
Hideki Asoh, Yoichi Motomura (AIST), Chihiro Ono (KDDI Labs) |
(15) |
14:20-14:45 |
An Extension of Matrix Factorization to Mixture Model and an Application to Prediction of Movie Ratings |
Masayoshi Nakamura, Takashi Takenouchi, Kazushi Ikeda (NAIST) |