2013 Fiscal Year Final Research Report
Simulating brain functions based on computational learning theory
| Project/Area Number |
23300055
|
|---|
| Research Category |
Grant-in-Aid for Scientific Research (B)
|
| Allocation Type | Single-year Grants |
|---|
| Section | 一般 |
|---|
| Research Field |
Intelligent informatics
|
|---|
| Research Institution | The University of Electro-Communications |
|---|
Principal Investigator |
NISHINO Tetsuro 電気通信大学, 情報理工学(系)研究科, 教授 (10198484)
|
|---|
| Co-Investigator(Kenkyū-buntansha) |
TANAKA Shigeru 電気通信大学, 大学院・情報理工学研究科, 特任教授 (70281706)
YAMAZAKI Tadashi 理化学研究所, 脳科学総合研究センター, 研究員 (40392162)
HOKI Kunihito 電気通信大学, 先端領域教育研究センター, 特任助教 (00436081)
|
|---|
| Project Period (FY) |
2011-04-01 – 2014-03-31
|
| Keywords | 学習と知識獲得 |
|---|
| Research Abstract |
In this study, we construct various models of brain functions, such as motion, thinking and memory based on computational learning theory, and analyze their behavior in the following fashion: (1) we construct a state transition model for the motion and simulate the robot motion using this model, (2) we construct a neural network model for the memory and analyze its behavior, and (3) we design an efficient algorithm for card game playing using Monte Carlo Simulation. Finally we construct a unified methodology for simulating brain functions based on the above results.
|
