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All Technical Committee Conferences (Searched in: All Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| IBISML, NC, IPSJ-BIO, IPSJ-MPS [detail] | 2024-06-22 11:15 |
Okinawa | OIST | Oscillation-driven reservoir computing for long-term timing/chaotic time-series prediction Yuji Kawai (Osaka Univ.), Takashi Morita (Chubu Univ.), Park Jihoon (NICT/Osaka Univ.), Minoru Asada (IPUT/Osaka Univ./NICT/Chubu Univ.) |
(To be available after the conference date) [more] | |
| VLD, DC, RECONF, ICD, IPSJ-SLDM [detail] | 2023-11-17 15:40 |
Kumamoto | Civic Auditorium Sears Home Yume Hall (Primary: On-site, Secondary: Online) |
High-Level Synthesis Implementation of a Reservoir Computing based on Chaotic Boltzmann Machine
-- Improving scalability and efficiency of sparse matrix multiplication through a dedicated data compression in external memory -- Shigeki Matsumoto, Yuki Ichikawa, Nobuki Kajihara (IVIS), Hakaru Tamukoh (kyutech)  VLD2023-75 ICD2023-83 DC2023-82 RECONF2023-78 |
This paper reports on an FPGA implementation of Chaotic Boltzmann Machine Reservoir Computing (CBM-RC). The reservoir wi... [more] | VLD2023-75 ICD2023-83 DC2023-82 RECONF2023-78 pp.231-236 |
| CAS, NLP | 2022-10-20 16:10 |
Niigata | (Primary: On-site, Secondary: Online) |
Learning Method for Echo State Networks Constructed by Chaotic Neuron Models by Innate Training Yudai Ebato, Sou Nobukawa, Yusuke Sakemi (CIT), Takashi Kanamaru (kougakuin univ), Nina Sviridova (Tokyo Univ. of Science), Kazuyuki Aihara (UTokyo) CAS2022-26 NLP2022-46 |
Echo State Network (ESN) is a machine learning method that consists of an input layer, a layer of recurrent neural netwo... [more] | CAS2022-26 NLP2022-46 pp.35-40 |
| NLP | 2022-08-02 09:25 |
Online | Online | Performance Evaluation of Time Series Forecasting with Chaotic Neural Network Reservoir using ReLU Derived Functions Tatsuya Saito, Misa Fujita (Chukyo Univ.) NLP2022-27 |
Reservoir computing has been attracting attention in recent years. It can learn time-series data at high speed. Th... [more] |
NLP2022-27 pp.7-10 |
| NLP | 2021-12-18 14:50 |
Oita | J:COM Horuto Hall OITA | Experiment of time series signal classification task using 3D cyclic chaotic neural network reservoir Takemori Orima, Yoshihiko Horio (Tohoku Univ.) NLP2021-65 |
The chaotic neural network reservoir composed of chaotic neurons can perform time-series signal processing with a smalle... [more] | NLP2021-65 pp.100-103 |
| NLP, NC (Joint) |
2020-01-25 10:10 |
Okinawa | Miyakojima Marine Terminal | Application of Chaotic Neural Network Reservoir to Speech Recognition Maakito Inoue, Keisuke Fukuda, Yoshihiko Horio (Tohoku Univ.) NLP2019-103 |
The neural network reservoir is a learning network model using the recurrent neural network. The chaotic neural network ... [more] | NLP2019-103 pp.95-98 |
| MSS, NLP (Joint) |
2018-03-14 15:20 |
Osaka | Method for Solving Asymmetric Traveling Salesman Problems by Dynamically Changes the Number of Cities Consider as One City Toshihiro Tachibana (Shonan Inst. of Tech.), Masaharu Adachi (Tokyo Denki Univ.) NLP2017-113 |
In this paper, the authors extend a proposed method for asymmetric traveling salesman problems. Asymmetric traveling sal... [more] | NLP2017-113 pp.61-66 |
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| NLP | 2017-11-05 17:25 |
Miyagi | Research Institute of Electrical Communication Tohoku University | Reconstructing Bifurcation Diagrams of Chaotic neuron Using Extreme Learning Machine Yoshitaka Itoh, Masaharu Adachi (Tokyo Denki Univ.) NLP2017-74 |
In recent year, an extreme learning machine which is simple structure have been applied to various problems. As one of t... [more] | NLP2017-74 pp.53-58 |
| NC, NLP (Joint) |
2017-01-26 11:20 |
Fukuoka | Kitakyushu Foundation for the Advanement of Ind. Sci. and Tech. | On LabVIEW FPGA Implementation of Chaotic Neuron Toshihiro Tachibana, Hideaki Okazaki (Shonan Institute of Tech.) NLP2016-101 |
In recent years, FPGA (field-programmable gate array) such as dynamically reconfigurable devices has attracted attention... [more] | NLP2016-101 pp.25-30 |
| NLP | 2015-05-18 15:20 |
Aomori | Yu-sa Asamushi | A Method for Deciding Feasible Solution of Quadratic Assignment Problem from Mutually Connected Chaotic Neural Network Takafumi Matsuura (Nippon Inst. of Tech.), Tohru Ikeguchi (Tokyo Univ. Sci.) NLP2015-31 |
For finding good near-optimal solutions of quadratic assignment problems (QAPs), a heuristic method which uses a mutuall... [more] | NLP2015-31 pp.23-28 |
| NC, MBE | 2015-03-16 14:45 |
Tokyo | Tamagawa University | Reinforcement Learning based on Internal-Dynamics-Derived Exploration Using a Chaotic Neural Network Katsunari Shibata, Yuta Sakashita (Oita Univ.) MBE2014-166 NC2014-117 |
As a basic concept for emergence of intelligence through autonomous learning, exploration that is es- sential in reinfor... [more] | MBE2014-166 NC2014-117 pp.277-282 |
| NLP | 2015-03-04 14:25 |
Hyogo | Hyogo Prefecture Citizens' Hall | Evaluation of Chaos Route and Signal Response in Izhikevich Neuron Model Sou Nobukawa (FUT), Haruhiko Nishimura (Univ. of Hyogo), Teruya Yamanishi (FUT), Jian-Qin Liu (NICT) NLP2014-156 |
Chaotic resonance (CR) in which the system responds to a weak signal by the effect of chaotic activities is known as one... [more] | NLP2014-156 pp.73-78 |
| NLP | 2014-01-21 15:00 |
Hokkaido | Niseko Park Hotel | A prototype switched-current chaotic neuron integrated circuit for the parallel updating chaotic tabu search hardware system Akihito Toyoda, Syu Tanaka, Yoshihiko Horio (Tokyo Denki Univ.), Kazuyuki Aihara (Univ. of Tokyo) NLP2013-140 |
An exponential chaotic tabu search, in which the tabu search is driven by chaotic neurodynamics, has been proposed and a... [more] | NLP2013-140 pp.63-66 |
| NLP | 2014-01-21 16:00 |
Hokkaido | Niseko Park Hotel | Analog/Digital Hybrid Hardware System Architecture for Parallel Updating Exponential Chaotic Tabu Search Masato Ozawa, Akihito Toyoda, Yoshihiko Horio (Tokyo Denki Univ.), Kazuyuki Aihara (Univ. of Tokyo) NLP2013-143 |
The analog/digital hybrid hardware system for the synchronous updating exponential chaotic tabu search has been proposed... [more] | NLP2013-143 pp.77-81 |
| NLP | 2013-12-07 10:25 |
Overseas | City University of Hong Kong | A Switched-Current Chaotic Neuron IC Prototype for Synchronous Exponential Chaotic Tabu Search Syu Tanaka, Akihito Toyoda, Yoshihiko Horio (Tokyo Denki University), Kazuyuki Aihara (Univ. of Tokyo) NLP2013-125 |
We design a switched-current (SI) chaotic neuron integrated circuit, which is suitable for a large-size analog/digital h... [more] | NLP2013-125 pp.65-69 |
| NLP | 2013-03-15 11:05 |
Chiba | Nishi-Chiba campus, Chiba Univ. | Effects of Saturated Neuronal Internal States in Synchronous Exponential Chaotic Tabu Search for Quadratic Assignment Problems Masato Ozawa, Akihito Toyoda, Yoshihiko Horio (Tokyo Denki Univ.), Kazuyuki Aihara (Univ. of Tokyo) NLP2012-165 |
In order to solve the quadratic assignment problem with a parallel hardware system, an exponential chaotic tabu search, ... [more] | NLP2012-165 pp.109-114 |
| NLP | 2012-04-19 13:50 |
Mie | Ise City Plaza | An Improved Exponential Chaotic Tabu Search in Quadratic Assignment Problems for Parallel Hardware Implementation Akihito Toyoda, Yoshihiko Horio (Tokyo Denki Univ.), Kazuyuki Aihara (Univ. of Tokyo) NLP2012-3 |
To solve quadratic assignment problems (QAPs), a chaotic tabu search, in which a tabu search is driven by chaotic neuro-... [more] | NLP2012-3 pp.13-18 |
| NLP | 2012-03-27 16:55 |
Nagasaki | Fukue Cultural Hall | Solving Multi-objective Optimization Problems Using Particle Swarm Optimization Methods with Switching by Chaotic Neurodynamics Toshihiro Tachibana, Masaharu Adachi (Tokyo Denki Univ.) NLP2011-150 |
In this paper, a method for solving multi-objective optimization problems is proposed. The proposed method switches more... [more] | NLP2011-150 pp.51-56 |
| NLP | 2011-12-15 15:40 |
Aomori | Iwaki Hall AB, Hirosaki Univ. | Improved Design Method for the Dynamical Logic Elements with Chaotic State-Transitions Masanori Ikeda, Yoshihiko Horio (Tokyo Denki University), Kazuyuki Aihara (Univ. of Tokyo) NLP2011-123 |
Recently, the various researches on novel computation have been done. The dynamical logic element with a chaotic transit... [more] | NLP2011-123 pp.35-40 |
| NLP | 2011-11-09 09:35 |
Okinawa | Miyako Island Marine Terminal | Response of Newman-Watts Type Chaotic Neural Networks to External Input Manabu Shibasaki, Masaharu Adachi (Tokyo Denki Univ.) NLP2011-92 |
In this report, characteristics of synchronization and response to external inputs in Newman-Watts type lattice coupled ... [more] | NLP2011-92 pp.7-12 |
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