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Technical Committee on Neurocomputing (NC)
Chair: Hideki Asoh Vice Chair: Hiroaki Gomi
Secretary: Noboru Murata, Hiroshi Wakuya
Assistant: Toru Aonishi, Hiroshi Kage
DATE:
Thu, Jun 15, 2006 10:00 - 17:10
Fri, Jun 16, 2006 09:00 - 16:30
PLACE:
OIST Seaside House
TOPICS:
Bio-data Mining with Machine Learning and General
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Thu, Jun 15 AM (10:00 - 11:00)
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(1) 10:00 - 10:20
A hidden Markov model for human information processing during a POMDP task
Masanori Okura, Wako Yoshida, Shin Ishii (NAIST)
(2) 10:20 - 10:40
Predicting sleep stages based on time-dependent hidden Markov model
Masako Yoshimura, Noboru Murata (Waseda Univ.)
(3) 10:40 - 11:00
Lateralization of posterior parietal cortex for internal movement estimation of self vs. other: an fMRI study
Kenji Ogawa, Toshio Inui (JST／Kyoto Univ.)
----- Break ( 10 min. ) -----
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Thu, Jun 15 AM (11:10 - 12:30)
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(4) 11:10 - 11:30
Analysis of single neuronal activity in conditioned taste aversion
Kantaro Fujiwara (Univ. Tokyo), Hiroki Fujiwara, Minoru Tsukada (Tamagawa Univ.), Kazuyuki Aihara (Univ. Tokyo)
(5) 11:30 - 11:50
Statical Estimation of Phase Response Curve
Keisuke Ota, Toru Aonishi (Tokyo Tech)
(6) 11:50 - 12:10
Bayesian system identification method for biochemical reaction systems
Junichiro Yoshimoto, Kenji Doya (OIST)
(7) 12:10 - 12:30
Predicting type of protein-protein interaction as a multiple-instance learning problem
Hiroshi Yamakawa, Yoshio Nakao, Koji Maruhashi (FUJITSU LAB.)
----- Lunch Break ( 80 min. ) -----
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Thu, Jun 15 PM (13:50 - 17:10)
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(8) 13:50 - 14:10
Drug-response prediction from microarray data using network-based de-noising
Tsuyoshi Kato (Univ. of Tokyo), Koh Miura, Yukio Murata (Tohoku Univ.), Kiyoshi Asai (Univ. of Tokyo), Paul B. Horton, Wataru Fujibuchi, Koji Tsuda (AIST)
(9) 14:10 - 14:30
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Takeo Okazaki, Madoka Kamiya, , Morikazu Nakamura (yukyu Univ.)
(10) 14:30 - 14:50
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Koyo Namihira, Morikazu Nakamura, Takeo Okazaki (Ryukyu Univ.), (Axio Helix)
----- Break ( 10 min. ) -----
(11) 15:00 - 15:20
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Masayuki Yamamura, (Titech)
(12) 15:20 - 15:40
Buliding a New Mutation Model based on Bayesian Networks and estimation by a modified Belief Propagation algorithm
Yoshinori Doi, Noboru Murata (Waseda Univ.)
(13) 15:40 - 16:00
Inference of ancestral RecA protein by EM algorithm
Yuri Nagai, Hitosi Kurumizaka, Noboru Murata (Waseda Univ.)
----- Break ( 10 min. ) -----
(14) 16:10 - 17:10
[Invited Talk]
.
-- . --
Shogo Endo (OIST)
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Fri, Jun 16 AM (09:00 - 12:20)
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(15) 09:00 - 09:20
Reinforcement learning under constraints generated by multiple reward functions
Eiji Uchibe, Kenji Doya (OIST)
(16) 09:20 - 09:40
Learning igo by using neural networks and generalization to unknown situation
Yasuhiro Ogata, Noboru Murata (Waseda Univ.)
(17) 09:40 - 10:00
Feature Extraction for Decision-Theoretic Planning in Partially Observable Environments
Hajime Fujita, Yutaka Nakamura, Shin Ishii (NAIST)
----- Break ( 10 min. ) -----
(18) 10:10 - 10:30
A Method of Data Classification of Bagging Using HRGA/P and Its Applications
Hong Zhang, Masumi Ishikawa (K.I.T.)
(19) 10:30 - 10:50
On-line Boosting Method based on EM algorithm
Ryotaro Nishino, Noboru Murata (Waseda Univ.)
(20) 10:50 - 11:10
A method for searching local minmum of free energy for which congergence is guaranteed
Yukinori Tonosaki, Yoshiyuki Kabashima (Titech)
----- Break ( 10 min. ) -----
(21) 11:20 - 11:40
A Study on Learning Algorithm for a Quantum Neural Network
Mitsunaga Kinjo, Shigeo Sato, Koji Nakajima (R.I.E.C., Tohoku Univ.)
(22) 11:40 - 12:00
On a fundamental learning of a Digital Spiking Neuron
Hiroyuki Torikai, Toshimichi Saito (HOSEI Univ.)
(23) 12:00 - 12:20
Performance estimation of face authentication based on auto-associative memory
Hiroshi Kage, Shitaro Watanabe, Ken-ichi Tanaka, Kazuo Kyuma (Mitsbubishi Electric Corp.)
----- Lunch Break ( 80 min. ) -----
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Fri, Jun 16 PM (13:40 - 16:30)
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(24) 13:40 - 14:00
Facial image Classification by age and gender feature using Self-organization
Koichi Ikuta, Hiroshi Kage, Ken-ichi Tanaka, Kazuo Kyuma (Mitsubishi Corp.)
(25) 14:00 - 14:20
A Non-linear ICA neural network which can extract specific factors using clue
Koji Wada (Kochi-nct), Koji Kurata (Ryukyu Univ.)
(26) 14:20 - 14:40
A self-organizing model of the grid cells in the entorhinal cortex
Naoki Oshiro, Koji Kurata (Ryukyu Univ.)
(27) 14:40 - 15:00
Extraction of independent features in the hidden layer of Neural Networks
Kentaro Matsukura, Noboru Murata (Waseda Univ.)
----- Break ( 10 min. ) -----
(28) 15:10 - 15:30
Self-organizing map of self-organizing maps
-- A proposal of "bundle learning" --
Tetsuo Furukawa (KIT)
(29) 15:30 - 15:50
Generalized self-organizing map
-- Fusion of supervised learning and unsupervised learning --
Kazuhiro Tokunaga, Tetsuo Furukawa (Kyushu Inst. of Tech.)
(30) 15:50 - 16:10
Fast Method of Genetic Algorithm searching and its application to Neural Network training
Moriyoshi Maeshiro, Hiroshi Kinjo, Kunihiko Nakazono, Tetsuhiko Yamamoto (Ryukyu Univ.)
(31) 16:10 - 16:30
Line trace control of four wheel vehicle using neurocontroller by GA learning
Shinsaku Maehana, Hiroshi Kinjo, Eiho Uezato, Tetsuhiko Yamamoto (Ryukyu Univ.)
=== Technical Committee on Neurocomputing (NC) ===
# FUTURE SCHEDULE:
Fri, Jul 14, 2006: Waseda University [Mon, May 15], Topics: General
Last modified: 2006-04-24 16:39:11
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