トップ研究者を探す複雑ネットワーク構造をもつセルラニューラルネットワークの開発と情報処理への応用

複雑ネットワーク構造をもつセルラニューラルネットワークの開発と情報処理への応用

KAKEN 科学研究費助成事業データベース で見る
研究課題番号 KAKENHI-PROJECT-16K06357
研究種目 基盤研究(C)
研究分野 理工系
工学
電気電子工学
通信・ネットワーク工学
研究機関 徳島大学
代表研究者 西尾 芳文
研究分担者 上手 洋子
研究分担者 細川 康輝
研究期間 開始年月日 2016/4/1
研究期間 終了年度 2018
研究ステータス 完了 (2018/4/1)
配分額(合計) 4,810,000 (直接経費 :3,700,000、間接経費 :1,110,000)
配分額(履歴) 2018年度:1,560,000 (直接経費 :1,200,000、間接経費 :360,000)
2017年度:1,560,000 (直接経費 :1,200,000、間接経費 :360,000)
2016年度:1,690,000 (直接経費 :1,300,000、間接経費 :390,000)
キーワード セルラニューラルネットワーク
複雑ネットワーク
非線形回路
カオス
セルラーニューラルネットワーク
複雑系ネットワーク
脳情報処理

研究成果

[雑誌論文] Synchronization of Two Memristor-Based Chaotic Circuits Coupled by Resistor

Tsubasa TEZUKA, Kana KOBAYASHI, Yoko UWATE, Yasuteru HOSOKAWA and Yoshifumi NISHIO 2018

[雑誌論文] Cellular Neural Networks with Partial Delay Output for Image Processing

Fumiki SUGANO, Takahisa ANDO, Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Synchronization of Two Different Hierarchical Networks Using Coupled Chaotic Circuits

Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Relationship between a Synchronization Rate and a Dopant Mobility of a Memristor on Chaotic Circuits Coupled by Two Memristors

Kana KOBAYASHI, Yasuteru HOSOKAWA, Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Circuit Design of Two Template Cellular Neural Networks for the Observation of Oscillation Phenomena

Yasuteru HOSOKAWA, Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Learning Method Using Acetylcholine among Neurotransmitter in Feed Forward Neural Networks

Kazuki NAGAO, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Neural Network Changed Characteristics of Rectified Linear Unit Function

Toshiya MATSUNASHI, Kazuki NAGAO, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Synchronization Phenomena in van der Pol Oscillators with Diodes

Yuya IKEZOE, Toshiya MATSUNASHI, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Propagation of Chaotic and Periodic Solutions in Ladder Coupled Chaotic Circuits with Different Parameters

Katsuya NAKABAI, Katsuki NAKASHIMA, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Investigation of Learning Accuracy in Cut Out Images Using Convolution Neural Network

Yuichi MIYATA, Ryuta YOSHIMURA, Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Synchronization Phenomena of Chaotic Circuit Networks with Distributed Hub Including Positive and Negative Coupling

Shuhei HASHIMOTO, Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Design of Two Template Cellular Neural Networks for Color Image Processing

Yasuteru HOSOKAWA, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Effectiveness of Stacked Denoising Autoencoder with Chaotic Noise

Ryuta YOSHIMURA, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Synchronization Phenomena in Coupled van der Pol Oscillators with Hourglass Structure

Takumi NARA, Daiki NARIAI, Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Design of Convolutional Neural Network for Classifying Depth Prediction Images from Overhead

Akari OURA, Kyohei FUJII, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Swarm Intelligence Algorithm Applying for Time-Varying Solutions

Ken KAMIYOTSUMOTO, Thomas OTT, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Synchronization Phenomena in Coupled Chaotic Circuits with Asymmetric Weights Depending on Length

Kyohei FUJII, Shuhei HASHIMOTO, Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Two-Layer Cellular Neural Networks with Layer of Delay Output

Takahisa ANDO, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Classifying Overhead Images Predicted Depth by Fully Convolutional Residual Networks with Convolutional Neural Network

Shu SUMIMOTO, Ryuta YOSHIMURA, Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Influence of Coupling Strengths on Synchronization Phenomena in Two Rings of Coupled van der Pol Oscillators

Daiki NARIAI, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Synchronization Phenomena in a Ring of van der Pol Oscillators Coupled by Time-Varying Resistor

Toshiya MATSUNASHI, Daiki NARIAI, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Color Image Processing Method in Two Template Cellular Neural Networks

Yasuteru HOSOKAWA, Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Synchronization Phenomena of Coupled Chaotic Circuits Network with Coupling Strength Depending on Number of Degree

Kyohei FUJII, Shuhei HASHIMOTO, Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Producing Complex Networks Using Coupled Oscillatory Circuits with Evolutionary Connections

Yoko UWATE, Thomas OTT and Yoshifumi NISHIO 2018

[学会発表] Performance of Ant Colony Optimization Changing Characteristics of Pheromone's Reaction

Ken KAMIYOTSUMOTO, Masaki TAKEUCHI, Yoko UWATE and Yoshifumi NISHIO 2018

[学会発表] Study on Improvement of Learning Ability of the Three-Layer Neural Networks

Yuichi, MIYATA, Ryuta YOSHIMURA, Yoko UWATE and Yoshifumi NISHIO 2018

[雑誌論文] Synchronization Phenomena in Complex Networks of van der Pol Oscillators

Kazuki UETA, Seiya KITA, Yoko UWATE and Yoshifumi NISHIO 2017

[雑誌論文] Investigation of Spreading Chaotic Behavior in Coupled Chaotic Circuit Networks with Various Features

Takahiro CHIKAZAWA, Yoko UWATE and Yoshifumi NISHIO 2017

[学会発表] Synchronization Phenomena in Rings of Coupled Three van der Pol Oscillators

Daiki NARIAI, Minh Hai TRAN, Yoko UWATE and Yoshifumi NISHIO 2017

[学会発表] Synchronization Phenomena in Two Chaotic Circuits Coupled with Memristors and a Resister

Kana KOBAYASHI, Yasuteru HOSOKAWA, Yoko UWATE and Yoshifumi NISHIO 2017

[学会発表] Investigation of Chaotic Ratio in Random Network by Changing Initial Chaos Position

Takahiro CHIKAZAWA, Yoko UWATE and Yoshifumi NISHIO 2017

[雑誌論文] Synchronization Phenomena due to Changes in Network Structure of Coupled Chaotic Circuits in Complex Networks

Shuhei HASHIMOTO, Takahiro CHIKAZAWA, Yoko UWATE and Yoshifumi NISHIO 2017

[雑誌論文] Denoising Auto Encoder with Logistic Map

Ryuta YOSHIMURA, Shinsaburo KITTAKA, Yoko UWATE and Yoshifumi NISHIO 2017

[学会発表] Influence of Chaotic Behavior in Complex Networks by Changing Network Topology

Takahiro CHIKAZAWA, Yoko UWATE and Yoshifumi NISHIO 2017

[雑誌論文] K-Means Clustering with Modifying Firefly Algorithm

Masaki TAKEUCHI, Thomas OTT, Haruna MATSUSHITA, Yoko UWATE and Yoshifumi NISHIO 2017

[雑誌論文] Cellular Neural Networks with Switching Three Templates for Image Processing

Takahisa ANDO, Yoko UWATE and Yoshifumi NISHIO 2017

[学会発表] K-Means Clustering Using an Improved Firefly Algorithm Applied to Real World Data Sets

Masaki TAKEUCHI, Thomas OTT, Haruna MATSUSHITA, Yoko UWATE and Yoshifumi NISHIO 2017

[学会発表] Network with Neurotransmitter in Neural Network

Kazuki NAGAO, Shinsaburo KITTAKA, Yoko UWATE and Yoshifumi NISHIO 2017

[雑誌論文] Modeling of Competitive Networks Using Coupled Chaotic Circuits

Yoko UWATE and Yoshifumi NISHIO 2017

[学会発表] Synchronization in Coupled Chaotic Circuits with Competitive Interactions

Yoko UWATE, Yoshifumi NISHIO and Ruedi STOOP 2017

[学会発表] Neural Network Using Artificial Acetylcholine

Kazuki NAGAO, Shinsaburo KITTAKA, Yoko UWATE and Yoshifumi NISHIO 2017

[雑誌論文] Improvement of Learning Efficiency Using Noise for Back Propagation in Deep Learning

Kazuki NAGAO, Shinsaburo KITTAKA, Yoko UWATE and Yoshifumi NISHIO 2017

[学会発表] Chaos Applications and Complex Phenomena in Chaotic Circuit Networks

Yoshifumi NISHIO 2017

[学会発表] Process of Chaos Propagation as Multi-Ring with Hub Network

Takahiro CHIKAZAWA, Yoko UWATE and Yoshifumi NISHIO 2016

[雑誌論文] Cellular Neural Networks with Switching Three-Type Templates for Edge Detection

Takahisa ANDO, Yoko UWATE and Yoshifumi NISHIO 2016

[学会発表] Synchronization Phenomena of Complex Networks Coupled by van der Pol Oscillators

Kazuki UETA, Yoko UWATE and Yoshifumi NISHIO 2016

[学会発表] Cellular Neural Networks with Switching Two-Type Templates for Image Processing

Takahisa ANDO, Yoko UWATE and Yoshifumi NISHIO 2016

[学会発表] Influence of Regional Change in Synchronization of Complex Networks in Coupled Parametrically Excited Oscillators with Parameter Mismatch

Kosuke OI, Yoko UWATE and Yoshifumi NISHIO 2016

[学会発表] Chaos Propagation in Coupled Chaotic Circuits as Multi-Ring with Hub Network

Takahiro CHIKAZAWA, Yoko UWATE and Yoshifumi NISHIO 2016

[雑誌論文] Chaos Propagation of Scale-Free Coupled Chaotic Circuits with Different Topology

Takahiro CHIKAZAWA, Yoko UWATE and Yoshifumi NISHIO 2016

[雑誌論文] Influence of Regional Change in Synchronization of Complex Networks in Coupled Parametrically Excited Oscillators

Kosuke OI, Yoko UWATE and Yoshifumi NISHIO 2016