Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
NLP |
2010-10-29 10:30 |
Osaka |
Osaka University Machikaneyama Hall |
On learning of dynamic binary neural networks Ryo Ito, Toshimichi Saito (HU) NLP2010-94 |
This paper presents a dynamic binary neural network of $N$-bit binary sequence. Basically, the network is constructed by... [more] |
NLP2010-94 pp.75-80 |
NC |
2010-01-18 17:20 |
Hokkaido |
Hyakunen-Kinen in Hokkaido University |
On learning characteristics of binary neural networks with fuzziness tolerance Shutaro Kabeya, Toshimichi Saito (Hosei Univ.) NC2009-79 |
This paper applies the genetic algorithm (GA) to the binary neural networks (BNN) with fuzziness tolerance and studies l... [more] |
NC2009-79 pp.49-54 |
NLP |
2009-11-14 09:15 |
Kagoshima |
|
On a GA-based Learning Algorithm of Soft-Margin Binary Neural Networks Shutaro Kabeya, Toshimichi Saito (Hosei Univ.) NLP2009-113 |
This paper studies a genetic learning algorithm of soft-margin binary neural networks.
A genetic algorithm based learn... [more] |
NLP2009-113 pp.177-180 |
NLP |
2009-02-28 14:00 |
Kanagawa |
|
Learnming of CA rules for Digital BNN Shutaro Kabeya, Tohru Abe, Toshimichi Saito (HUHosei Univ.) NLP2008-142 |
This paper studies a GA based learning algorithm of digital binary neural networks for approximation of desired Boolean ... [more] |
NLP2008-142 pp.61-64 |
CAS, NLP |
2009-01-22 11:35 |
Miyazaki |
|
Digital Spatio-Temporal Pattern Prediction by Binary Neural Networks with Evolutional Learning Tohru Abe, Toshimichi Saito (Hosei Univ.) CAS2008-70 NLP2008-100 |
This paper studies application of binary neural networks (BNN) to prediction for spatio-temporal patterns.
In the app... [more] |
CAS2008-70 NLP2008-100 pp.37-40 |
NC, NLP |
2008-06-27 15:35 |
Okinawa |
University of the Ryukyus |
GA-based geometrical learning of binary neural networks and its generalization capability Syuhei Shimada, Hidehiro Nakano, Arata Miyauchi (Musashi Inst. Tech.) NC2008-27 |
GA-based geometrical learning of Binary Neural Network (BNN) is discussed in this paper.
To apply BNN to the multi cla... [more] |
NC2008-27 pp.79-84 |
NLP |
2007-08-07 11:10 |
Shizuoka |
|
Synthesis of rule-dynamics by binary neural networks Tohru Abe, Toshimichi Saito (Hosei Univ.) NLP2007-57 |
This paper studies binary neural networks (BNNs) characterized by signum
activation function and binary connection par... [more] |
NLP2007-57 pp.25-28 |
NC |
2007-03-16 10:30 |
Tokyo |
Tamagawa University |
Learning of CA rules by Digital Multi-Layer Perceptrons Tohru Abe, Toshimichi Saito (HU) |
This paper studies learning of Binary Neural Networks (BNNs) that is a simplified version of Multi-Layer-Perceptrons.
T... [more] |
NC2006-202 pp.85-89 |
NLP |
2006-03-20 14:15 |
Tokyo |
Hosei Univ.(Ichigaya Campus) |
A Study on Problem Dependency of GA-based Learning to Binary Neural Networks Tatsuya Hirane, Hidehiro Nakano, Arata Miyauchi (MI-Tech) |
In this paper, we analyze learning characteristics of a GA-based learning algorithm to Binary Neural Networks (BNNs),
f... [more] |
NLP2005-144 pp.41-45 |
NLP |
2006-03-20 14:40 |
Tokyo |
Hosei Univ.(Ichigaya Campus) |
Development of a specified processor suited for GA-based learning to binary neural networks Akio Takahashi, Tatsuya Hirane, Hidehiro Nakano, Arata Miyauchi (Musashi Inst. Tech.) |
In this paper, we propose a specified processor system suited for executing a GA-based learning method to Binary Neural ... [more] |
NLP2005-145 pp.47-52 |
NLP |
2006-01-24 14:00 |
Tokushima |
Shikoku Univ. |
Synthesis of desired cellular automata based on binary neural networks Toshimichi Saito, Takashi Yamamichi, Satoshi Suzuki, Hiroyuki Torikai (Hosei Univ.) |
This paper considers analysis and synthesis of cellular automata ( CAs ).
The CA has binary state variable and the dyn... [more] |
NLP2005-119 pp.117-122 |
NLP |
2005-06-23 14:20 |
Hiroshima |
Hiroshima City Univ. |
Analysis for Characteristics of GA-based Learning to Binary Neural Networks Tatsuya Hirane, Hidehiro Nakano, Arata Miyauchi (MIT) |
In this paper, we analyze characteristics of GA-based learning to Binary Neural Networks (BNNs).
First, we consider cod... [more] |
NLP2005-21 pp.31-35 |
NLP |
2004-05-18 11:20 |
Miyagi |
Tohoku Univ. |
* Takashi Yamamichi, Toshimichi Saito (Hosei Univ.) |
Binary neural network (BNN) can approximate a desired Boolean function by a simple learning algorithm.This paper present... [more] |
NLP2004-3 pp.11-15 |