Kunihiko Fukushima

Profile Information

Affiliation: Senior Research Scientist, Fuzzy Logic Systems Institute (FLSI)

Degree: Doctor of Engineering(Kyoto University)

J-GLOBAL ID: 200901091199190214
researchmap Member ID: 5000017528

External link: http://personalpage.flsi.or.jp/fukushima/index-e.html

Research Interests

Research Areas

Research History

2006 - Present

Senior Research Scientist, Fuzzy Logic Systems Institute (FLSI)
2006 - Present

Senior Research Scientist, Fuzzy Logic Systems Institute
2006 - 2010

- 関西大学大学院総合情報学研究科客員教授
2006 - 2010

Visiting Professor, Graduate School of Informatics, Kansai University
2003 - 2006

School of Media Science, Tokyo University of Technology
2003 - 2006

Professor, School of Media Science, Tokyo University of Technology
2001 - 2003

Katayanagi Advanced Research Laboratories, Tokyo University of Technology
2001 - 2003

Professor, Katayanagi Advanced Research Laboratories, Tokyo University of Technology
2001 - 2001

Faculty of Engineering, Nippon Institute of Technology
2001 - 2001

Professor, Fuculty of Engineering, Nippon Institute of Technology
1999 - 2001

Faculty of Electro-Communications, The University of Electro-Communications
1999 - 2001

Professor, Faculty of Electro-Communications, the University of Electro-Communications
1997 - 1999

Graduate School of Engineering Science, Osaka University
1997 - 1999

Professor, Graduate School of Engineering Science, Osaka University
1989 - 1997

School of Engineering Science Direct Affiliates, Osaka University
1989 - 1997

Professor, Faculty of Engineering Science, Osaka University
1984 - 1989

NHK Science & Technology Research Laboratories
1984 - 1989

Senior Scientist, NHK Science and Technical Research Laboratories
1974 - 1984

NHK放送科学基礎研究所主任研究員
1974 - 1984

Senior Scientist, NHK Broadcasting Science Research Laboratories

Education

Committee Memberships

1987 - 2005

理事, INNN (国際神経回路学会)
1987 - 2005

Governing Board Member, INNN (International Neural Network Society)
1998 - 1999

会長, APNNA（アジア太平洋神経回路学会連合）
1998 - 1999

President, APNNA (Asia-Pacific Neural Network Assembry)
1989 - 1993

会長（初代会長）, 日本神経回路学会
1989 - 1993

President (Founding President), JNNS (Japanese Neural Network Society)
1979 - 1981

編集幹事, 電子情報通信学会
1979 - 1981

Director, Journal and Transactions, IEICE (Institute of Electronics, Information and Communication Engineers)
1970 - 1971

代表幹事, 視聴覚情報研究会（AVIRG）
1970 - 1971

Chief Director, AVIRG (Audio-Visual Information Research Group)

Awards

Apr, 2021

The 2021 Bower Award and Prize for Achievement in Science, Founder of AI (Proposal of deep CNN: Neocognitron), the Franklin Institute

Kunihiko Fukushima
Jan, 2020

Kenjiro Takayanagi Prize

Kunihiko Fukushima
Dec, 2017

Pioneer Award (for the contribution in Deep Learning), ELM 2017

FUKUSHIMA Kunihiko
Sep, 2017

学術賞, 日本神経回路学会

福島邦彦
Jun, 2017

功績賞, 電子情報通信学会

福島邦彦
Jun, 2012

2012 Helmholtz Award (in Recognition of His Outstanding Achievements in Sensation and Perception), INNS

FUKUSHIMA Kunihiko
Aug, 2007

Recognition of Twenty Years of Contributions, INNS

FUKUSHIMA Kunihiko
Sep, 2006

日本神経回路学会論文賞
2006

Excellent Paper Awards, JNNS (Japanese Neural Network Society)
2005

APNNA (Asia-Pacific Neural Network Assembly) Outstanding Achievement Award
2005

APNNA (Asia-Pacific Neural Network Assembly) Outstanding Achievement Award
2003

IEEE神経回路先駆者賞
2003

IEEE Neural Networks Pioneer Award
2002

APNNA（アジア太平洋神経回路学会連合）会長賞
2002

APNNA (Asia-Pacific Neural Networks Assembly) President Award
1999

最優秀発表賞 1999年神経回路国際合同会議（IJCNN）
1999

Best Paper Award, IJCNN'99
1996

電子情報通信学会論文賞
1996

Excellent Paper Awards, IEICE (Institute of Electronics, Information and Communication Engineers)
1985

科学技術庁長官賞（研究功績者表彰）

Major Papers

Efficient IntVec: High recognition rate with reduced computational cost

Kunihiko Fukushima

Neural Networks, 119 323-331, Nov, 2019 Peer-reviewedLead author
Margined winner-take-all: New learning rule for pattern recognition

Kunihiko Fukushima

NEURAL NETWORKS, 97 152-161, Jan, 2018 Peer-reviewed
Neocognitron trained by winner-kill-loser with triple threshold

Kunihiko Fukushima, Isao Hayashi, Jasmin Leveille

NEUROCOMPUTING, 129 78-84, Apr, 2014 Peer-reviewed
Training multi-layered neural network neocognitron

Kunihiko Fukushima

NEURAL NETWORKS, 40 18-31, Apr, 2013 Peer-reviewed
Artificial vision by multi-layered neural networks: Neocognitron and its advances

Kunihiko Fukushima

NEURAL NETWORKS, 37 103-119, Jan, 2013 Peer-reviewed
Increasing robustness against background noise: Visual pattern recognition by a neocognitron

Kunihiko Fukushima

NEURAL NETWORKS, 24(7) 767-778, Sep, 2011 Peer-reviewed
Neocognitron trained with winner-kill-loser rule

Kunihiko Fukushima

NEURAL NETWORKS, 23(7) 926-938, Sep, 2010 Peer-reviewed
Neural network model for completing occluded contours

Kunihiko Fukushima

NEURAL NETWORKS, 23(4) 528-540, May, 2010 Peer-reviewed
Extraction of visual motion and optic flow

Kunihiko Fukushima

NEURAL NETWORKS, 21(5) 774-785, Jun, 2008 Peer-reviewed

Misc.

203

Neocognitron : Deep Convolutional Neural Network

27(4) 115-125, Aug, 2015
Deep Convolutional Neural Network Neocognitron and its Advances

115(111) 49-54, Jun 23, 2015
Deep Convolutional Neural Network Neocognitron and its Advances

115(112) 165-170, Jun 23, 2015
Training Multi-layered Neural Network Neocognitron

FUKUSHIMA Kunihiko

IEICE technical report. Neurocomputing, 111(483) 39-44, Mar 7, 2012
An Analysis of Usefulness of Collaborative Learning Using Reinforcement Learning in BCI

26 292-295, Sep 13, 2010
日本神経回路学会創立20周年記念パネルディスカッション

平井有三, 甘利俊一, 福島邦彦, 我妻広明, 山崎匡, 岡田真人, 小池康晴

日本神経回路学会誌 = The Brain & neural networks, 17(1) 12-23, Mar 5, 2010
Edge Extraction for the Neocognitron

MAKINO Yuki, KIKUCHI Masayuki, FUKUSHIMA Kunihiko, HAYASHI Isao, SHOUNO Hayaru

IEICE technical report, 109(461) 403-406, Mar 2, 2010
Neocognitron Trained by a New Competitive Learning

FUKUSHIMA Kunihiko, HAYASHI Isao, SHOUNO Hayaru, KIKUCHI Masayuki, MAKINO Yuki

IEICE technical report, 109(461) 397-402, Mar 2, 2010
Neural Network Capable of Amodal Completion

FUKUSHIMA Kunihiko

IEICE technical report, 107(542) 457-462, Mar 5, 2008
Interpolating vectors for robust pattern recognition

Kunihiko Fukushima

NEURAL NETWORKS, 20(8) 904-916, Oct, 2007
Interpolating vectors for robust pattern recognition

Kunihiko Fukushima

Neural Networks, 20(8) 904-916, Oct, 2007
Interpolating Vectors for Robust Pattern Recognition

FUKUSHIMA Kunihiko, HAYASHI Isao

IEICE technical report, 106(589) 105-110, Mar 8, 2007
Modeling Visual Ventral Pathway Based on the Neocognitron

YOSHIZUKA Takeharu, SHOUNO Hayaru, MIYAMOTO Hiroyuki, OKADA Masato, FUKUSHIMA Kunihiko

The Brain & Neural Networks, 14(4) 266-272, 2007
Visual motion analysis by a neural network

NIP-LR (Neural Information Processing --- Letters and Reviews), 11(4-6) 63-73, 2007
Visual motion analysis by a neural network

NIP-LR (Neural Information Processing --- Letters and Reviews), 11(4-6) 63-73, 2007
Symmetry axis extraction by a neural network

Kunihiko Fukushima, Masayuki Kikuchi

NEUROCOMPUTING, 69(16-18) 1827-1836, Oct, 2006
Symmetry axis extraction by a neural network

Kunihiko Fukushima, Masayuki Kikuchi

NEUROCOMPUTING, 69(16-18) 1827-1836, Oct, 2006
Visual Information Processing with Neural Networks

FUKUSHIMA Kunihiko

IEICE technical report, 105(655) 41-46, Mar 8, 2006
視野の動きを抽出する神経回路モデル

遠山和也, 福島邦彦

電子情報通信学会論文誌D, J89-D(2) 271-280, 2006
Visual Information Processing with Neural Networks (2) : Dynamic Processing of Images

FUKUSHIMA Kunihiko

Systems, control and information, 49(8) 331-336, Aug 15, 2005

Books and Other Publications

視聴覚情報処理（共著）

森北出版, 2001
神経回路と情報処理

朝倉書店, 1989
神経回路と自己組織化 --- 自己組織化のモデル ---

共立出版, 1979
視覚の生理とバイオニクス

電子通信学会, 1976

Professional Memberships

Research Projects

New Learning Rules for Hierarchical Neural Networks for Visual Pattern Recognition

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2013 - Mar, 2018

FUKUSHIMA KUNIHIKO
Formulation and Knowledge Acquisition of Bio-closed-loop System by Cultured Neuronal Network of Rat Hippocampus Connected to Moving Robot

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, 2006 - 2008

HAYASHI Isao, UMANO Motohide, FUKUSHIMA Kunihiko, KUDOH Suguru
Use of Top-Down Information for Visual Information Processing

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, 2002 - 2005

FUKUSHIMA Kunihiko, KIKUCHI Masayuki
Dynamic Processing of Visual Patterns

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (A)., Japan Society for the Promotion of Science, 1997 - 2000

FUKUSHIMA Kunihiko
能動的視覚情報処理の神経回路モデルによる研究

科学研究費助成事業, 特定領域研究(A), 日本学術振興会, 1999 - 1999

福島邦彦
能動的視覚情報処理の神経回路モデルによる研究

科学研究費助成事業, 特定領域研究(A), 日本学術振興会, 1998 - 1998

福島邦彦
能動的視覚情報処理の神経回路モデルによる研究

科学研究費助成事業, 重点領域研究, 日本学術振興会, 1997 - 1997

福島邦彦
能動的視覚情報処理の神経回路モデルによる研究

科学研究費助成事業, 重点領域研究, 日本学術振興会, 1996 - 1996

福島邦彦
Research on Visual Pattern Recognition with Hierarchical Neural Networks

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, 1995 - 1996

FUKUSHIMA Kunihiko, OKADA Masato, SHOUNO Hayaru
Research on Visual Pattern Recognition with Hierarchical Neural Networks

Grants-in-Aid for Scientific Research, Grant-in-Aid for General Scientific Research (A), Japan Society for the Promotion of Science, 1990 - 1993

FUKUSHIMA Kunihiko, OKADA Masato, KURATA Koji
記憶と学習のメカニズムの計算論的および実験的研究

科学研究費助成事業, 重点領域研究, 日本学術振興会, 1992 - 1992

福島邦彦, 山鳥重, 平井有三, 田中啓治, 小野武年, 大森隆司
記憶と学習のメカニズムの計算論的および実験的研究

科学研究費助成事業, 重点領域研究, 日本学術振興会, 1991 - 1991

福島邦彦, 山鳥重, 平井有三, 中野馨, 田中啓治, 小野武年
記憶と学習のメカニズムの計算論的および実験的研究

科学研究費助成事業, 重点領域研究, 日本学術振興会, 1990 - 1990

福島邦彦, 山鳥重, 平井有三, 中野馨, 小野武年, 大森隆司
Information Engineering Approach to Higher-Order Brain Functions

Grants-in-Aid for Scientific Research, Grant-in-Aid for Co-operative Research (A), Japan Society for the Promotion of Science, 1986 - 1987

SUGIE Noboru, FUKUSHIMA Kunihiko, IWAI Eiichi, AMARI Shunichi, SUZUKI Ryoji, YODOGAWA Eiji
視覚系の神経回路モデル

1965
Neural Network Models for Vision

1965
視覚情報処理
Visual Information Processing

Profile Information

Research Interests

Research Areas

Research History

Education

Committee Memberships

Awards

Major Papers

Misc.

Books and Other Publications

Professional Memberships

Research Projects

Industrial Property Rights

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