Mon, Jan 19 AM
10:30 - 12:10 |
| (1) |
10:30-10:55 |
Solving Relay Dedicated Node Assignment Problem in Wireless Sensor Networks Using PSO with Suppression |
Masaki Yoshimura, Hidehiro Nakano, Arata Miyauchi (Musashi Inst. of Tech.) |
| (2) |
10:55-11:20 |
Reinforcement Learning Using Selective Desensitization Neural Networks in the State Space with Redundant dimensions |
Tomoyuki Shimbo, Ken Yamane, Masahiko Morita (Univ. of Tsukuba) |
| (3) |
11:20-11:45 |
Handwritten Character Recognition by NGxSOM |
Kouichi Gunya, Makoto Otani, Tetsuo Furukawa (Kyushu Inst. of Tech.) |
| (4) |
11:45-12:10 |
A probabilistic model of maximum margin matrix factorization with ARD prior |
Masahiro Furuya (Nara Inst. of Scie and Tech), Shigeyuki Oba (Kyoto Univ.), Shin Ishii (Nara Inst.of Scie and Tech/Kyoto Univ.) |
| |
12:10-13:30 |
Lunch Break ( 80 min. ) |
Mon, Jan 19 PM
13:30 - 15:35 |
| (5) |
13:30-13:55 |
Structure estimation using time-dependent data in hidden Markov models |
Masashi Matsumoto, Sumio Watanabe (Tokyo Inst. of Tech.) |
| (6) |
13:55-14:20 |
On the Effect of Hyperparameter to Generalization Error in Variational Bayes Learning |
Shinji Oyama, Sumio Watanabe (Tokyo Inst. of Tech.) |
| (7) |
14:20-14:45 |
Experimental Study of Bayesian Learning using Langevin Equation in Singular Learing Machines |
Taruhi Iwagaki, Sumio Watanabe (Tokyo Inst. of Tech.) |
| (8) |
14:45-15:10 |
Node perturbation learning with noisy reference |
Tatsuya Cho (Univ. of Tokyo), Kentaro Katahira, Masato Okada (Univ of Tokyo/RIKEN Brain Scie Inst.) |
| (9) |
15:10-15:35 |
Statistical mechanics of the Hopfield model with replacing units |
Yasunao Komatsu, Toru Aonishi (Tokyo Inst. of Tech.), Koji Kurata (Univ. of Ryukyus) |
| |
15:35-15:45 |
Break ( 10 min. ) |
Mon, Jan 19 PM
15:45 - 17:50 |
| (10) |
15:45-16:10 |
Prior Knowledge-Based Stepwise Structure Learning of Bayesian Networks |
Hirotaka Fukui (Nagoya Inst. of Tech.), Daisuke Kitakoshi (Tokyo National College of Tech.) |
| (11) |
16:10-16:35 |
The relativity of time to filling-in to eye movement |
Masae Yokota (Nagoya Bunri Univ.), Yasunari Yokota (Gifu Univ.) |
| (12) |
16:35-17:00 |
Progress Curve Analysis of Multisite Phosphorylation Using Michaelis-Menten Equations |
Yumi Nakagawa (Kyushu Inst. of Tech.), Hideyuki Cateau (Kyushu Inst. of Tech/RIKEN) |
| (13) |
17:00-17:25 |
The significance of a nonlinear transformation and a role of local neurons in the Drosophila primary olfactory center |
Ryota Satoh (Univ. of Tokyo.), Masafumi Oizumi (Univ. of Tokyo/Research Fellw of the Japan), Hokto Kazama (Harvard Medical School), Masato Okada (Univ. of Tokyo/Research Fellw of the Japan) |
| (14) |
17:25-17:50 |
Reinforcement Meta-learning rule solves the distal reword problem |
Shojiro Araki (Tamagawa Univ), Yutaka Sakai (Tamagawa Univ. Brain Scie Inst.) |
| |
18:00-20:00 |
Party ( 120 min. ) |
Tue, Jan 20 AM
10:00 - 11:30 |
| (15) |
10:00-11:30 |
[Invited Talk]
Chaotic itinerancy in the hippocampal CA3 and contractive affine transformations in CA1 provide a dynamical interpretation of complex memory |
Ichiro Tsuda (Hokkaido Univ.) |
| |
11:30-13:00 |
Lunch Break ( 90 min. ) |
Tue, Jan 20 PM
13:00 - 14:30 |
| (16) |
13:00-14:30 |
[Invited Talk]
Cross-modal and scale-free action representation in sensorimotor maps |
Alex Pitti (ERATO/JST) |
| |
14:30-14:40 |
Break ( 10 min. ) |
Tue, Jan 20 PM
14:40 - 16:45 |
| (17) |
14:40-15:05 |
Which model can properly describe dynamics and smoothness of firing rate? |
Ken Takiyama (The Univ. of Tokyo), Kentaro Katahira, Masato Okada (The Univ. of Tokyo/RIKEN) |
| (18) |
15:05-15:30 |
A Neural Network Model Explaining the Motion Detection Sensitivity Enhanced and Degraded by Induced Motion |
Satohiro Tajima, Hiromasa Takemura, Ikuya Murakami (Univ. Tokyo), Masato Okada (Univ. Tokyo/RIKEN) |
| (19) |
15:30-15:55 |
Model Adaptation in Preference Modeling |
Hideki Asoh, Yoichi Motomura (National Inst. of Adv Ind Scie and Tech.), Chihiro Ono (KDDI R&D Lab,Inc.) |
| (20) |
15:55-16:20 |
Research on Human Behavior in Learning Tasks and a Proposal for a Change Detection Method |
Shohei Shimada, Kyosuke Nishida (Hokaido Univ.), Satoru Ishikawa (Hokusei Gakuen Univ.), Koichiro Yamauchi (Hokaido Univ.) |
| (21) |
16:20-16:45 |
Basic research in event-related de-synchronization and synchronization (ERD/ERS) of EEG for developing a brain-computer-interface driving simulator |
Junichi Toyama, Jun Ando, Takeshi Tamura, Michiteru Kitazaki (Toyohashi Univ. of Tech.) |