Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
MBE, NC (Joint) |
2007-12-22 09:00 |
Aichi |
|
A Study on Conditional Quantile Estimation for Location-Scale Models Mitsuhiro Yoshida, Yusuke Higuchi, Ichiro Takeuchi (Mie Univ.) NC2007-71 |
A family of conditional quantile functions
provides deep insight into the underlying stochastic relationship between va... [more] |
NC2007-71 pp.1-6 |
MBE, NC (Joint) |
2007-12-22 09:25 |
Aichi |
|
Obtaining EM Initial Points by Using the Primitive Initial Point and Subsampling Strategy Yuta Ishikawa, Ryohei Nakano (Nagoya Inst. of Tech.) NC2007-72 |
The EM algorithm is an efficient algorithm to obtain the ML estimate for incomplete data, but has the local optimality p... [more] |
NC2007-72 pp.7-12 |
MBE, NC (Joint) |
2007-12-22 09:50 |
Aichi |
|
Optimizing SVR Hyperparameters via Fast Cross-Validation Masayuki Karasuyama, Ryohei Nakano (Nagoya Inst. of Tech.) NC2007-73 |
The performance of Support Vector Regression (SVR) deeply depends on its hyperparameters such as an insensitive zone thi... [more] |
NC2007-73 pp.13-18 |
MBE, NC (Joint) |
2007-12-22 10:15 |
Aichi |
|
Probabilistic Outputs for Multiclass Support Vector Machine Liu Liu, Mauricio Kugler, Susumu Kuroyanagi, Akira Iwata (Nagoya Inst. of Tech.) NC2007-74 |
Support Vector Machines (SVM) have been successfully applied in many classification tasks with great generalization perf... [more] |
NC2007-74 pp.19-24 |
MBE, NC (Joint) |
2007-12-22 10:50 |
Aichi |
|
Generalization and Trainining Errors of Bayes and Gibbs Estimations in Singular Sumio Watanabe (Tokyo Inst. of Tech.) NC2007-75 |
In singular learning machines such as neural networks, normal mixtures,
Bayesian networks, and reduced rank regressions... [more] |
NC2007-75 pp.25-30 |
MBE, NC (Joint) |
2007-12-22 11:15 |
Aichi |
|
Rank Reduction by Cross-Validated Backpropagation Masashi Sekino, Katsumi Nitta (Tokyo Inst. of Tech.) NC2007-76 |
[more] |
NC2007-76 pp.31-36 |
MBE, NC (Joint) |
2007-12-22 11:40 |
Aichi |
|
Numerical Simulation on Sequence Learning of Dual Network Takeshi Naitou, Toshiya Iwai (Nihon Univ) NC2007-77 |
In order to realize the mechanics to maintain short term memory (STM) and to form the long term memory (LTM) from STM by... [more] |
NC2007-77 pp.37-42 |
MBE, NC (Joint) |
2007-12-22 12:05 |
Aichi |
|
Research on Face authentication in Moving Image that used Self-Organizing Map Circuit Tomomi Yuno, Ichiro Sudo, Hakaru Tamukoh, Masatoshi Sekine (Agriculture and Technology Univ) NC2007-78 |
In this paper, we describe an image recognition system using a Self-Organizing Map (SOM) circuit.
First, we extract a f... [more] |
NC2007-78 pp.43-48 |
MBE, NC (Joint) |
2007-12-22 13:30 |
Aichi |
|
Firmware Neuron Model with dsPIC Devices Youichi Shimada (KIT) NC2007-79 |
A simple and versatile firmware neuron model has been developed with dsPIC30F4012 which has fast 10 bits analog to digit... [more] |
NC2007-79 pp.49-52 |
MBE, NC (Joint) |
2007-12-22 13:55 |
Aichi |
|
A mathematical model of a retinal rod photoreceptor network Yusuke Miyamoto, Yoshimi Kamiyama (Aichi Prefectural Univ) NC2007-80 |
In this study, to analyze the underlying mechanism of rod photoresponses, we developed a mathematical model of the rod n... [more] |
NC2007-80 pp.53-58 |
MBE, NC (Joint) |
2007-12-22 14:20 |
Aichi |
|
Simulation of C. elegans thermotactic behavior in a linear thermal gradient using a simple phenomenological motility model Tomohiro Matsuoka, Sohei Gomi, Ryuzo Shingai (Iwate Univ.) NC2007-81 |
C. elegans has been reported to exhibit thermotaxis. However, there appears to be some inconsistency among previous repo... [more] |
NC2007-81 pp.59-62 |
MBE, NC (Joint) |
2007-12-22 14:45 |
Aichi |
|
Size perception and localization perception depend on the distance from a body Takashi Oyama (RIKEN), Yoji Uno (Nagoya Univ.), Shigeyuki Hosoe (RIKEN) NC2007-82 |
There is a deviation between vision and proprioceptive sensor in localization. When a subject is asked to point a visual... [more] |
NC2007-82 pp.63-68 |
MBE, NC (Joint) |
2007-12-22 15:20 |
Aichi |
|
Reward-prediction error based on perceptual probability Hiromasa Takemura (Univ. of Tokyo), Jiro Okuda, Kazuyuki Samejima, Masamichi Sakagami (Tamagawa Univ.) NC2007-83 |
The cues for reward are not always perceptually clear in the environment. However, the relationship between probability ... [more] |
NC2007-83 pp.69-74 |
MBE, NC (Joint) |
2007-12-22 15:45 |
Aichi |
|
Adaptive Importance Sampling with Automatic Model Selection in Value Function Approximation Hirotaka Hachiya, Takayuki Akiyama, Masashi Sugiyama (Tokyo Inst. of Tech.) NC2007-84 |
Off-policy reinforcement learning is aimed at efficiently reusing data samples gathered in the past. A common approach i... [more] |
NC2007-84 pp.75-80 |
MBE, NC (Joint) |
2007-12-22 16:10 |
Aichi |
|
The Policy Gradient On The Average Reward Manifold Takamitsu Matsubara (NAIST/ATR), Jun Morimoto (JST/ATR) NC2007-85 |
In this paper we propose a novel policy gradient type reinforcement learning method on the average rewardmanifold, in wh... [more] |
NC2007-85 pp.81-86 |
MBE, NC (Joint) |
2007-12-22 16:35 |
Aichi |
|
A Modification Algorithm of Function Approximator for the Reinforcement Learning with Reusing Mechanism of Avoidance Actions
-- Proposal and its Application to Motion Learning of Multi-Link Robot -- Akihiko Yamaguchi (NAIST), Norikazu Sugimoto, Mitsuo Kawato (ATR-CNS) NC2007-86 |
Applying a learning method, such as reinforcement learning, to learning motions of multi-link robots requires large cost... [more] |
NC2007-86 pp.87-92 |
MBE, NC (Joint) |
2007-12-22 10:50 |
Aichi |
|
Network system of isolated elderly people sapported by e-mail and PC Kyouta Yamaoka, Masataka Kitama, Kazuyuki Kimura, Junji Arisawa (HIT) MBE2007-72 |
Isolated elderly people have been increasing in Japan. Some problems related to them have been reported;the increase of... [more] |
MBE2007-72 pp.1-4 |
MBE, NC (Joint) |
2007-12-22 11:15 |
Aichi |
|
A Study on the Identification for Positioning of Circular Holes in Surgical Gloves by Chemiluminescence Reaction. Hiroki Abukawa, Satoshi Kuroda, Kazuyuki Kimura, Junji Arisawa (HIT), Naoki Satou (Hokudai) MBE2007-73 |
The surgical gloves are put on to prevent the cross infection between a patient and the surgeon. On the other hand, it i... [more] |
MBE2007-73 pp.5-8 |
MBE, NC (Joint) |
2007-12-22 11:40 |
Aichi |
|
Development of the Interactive System for Explaining Senning Surgical Operation Kenta Omori (Osaka Univ.), Ryo Haraguchi (NCVC), Kohei Yoshitomi (Osaka Univ.), Koji Kagisaki (NCVC), Takahiro Yagi (Univ. of Hyogo), Fumio Kishino (Osaka Univ.), Kazuo Nakazawa (NCVC) MBE2007-74 |
As one of the congenital heart disease, the corrected transposition of the great arteries (corrected TGA) is known. In t... [more] |
MBE2007-74 pp.9-12 |
MBE, NC (Joint) |
2007-12-22 12:05 |
Aichi |
|
Behavior of Filaments for the Judgment of Maintenance of Spiral Wave Reentry in the Cardiac Arrhythmia Risk Evaluation System Based on Computer Simulation Takahiro Todo (Himeji Dokkyo Univ.), Ryo Haraguchi (NCVC), Tsunetoyo Namba (Col. of Health Sci.), Takenori Yao, Takashi Ashihara (Shiga Univ. of Med. Sci.), Masahiro Higashi (NCVC), Hiroshi Inada (Univ. of Hyogo), Kazuo Nakazawa (NCVC) MBE2007-75 |
We previously developed a cardiac arrhythmia risk evaluation system using computer simulation. Thus far, we have judged ... [more] |
MBE2007-75 pp.13-16 |