HOYA Tetsuya

J-GLOBAL         Last updated: Jan 10, 2020 at 03:00
 
Avatar
Name
HOYA Tetsuya
Affiliation
Nihon University
Section
College of Science and Technology, Department of Mathematics
Job title
Associate Professor
Degree
Ph.D./DIC.(University of London (Ph.D.) & Imperial College (DIC))
Research funding number
90415290

Research Areas

 

Academic & Professional Experience

 
Sep 1997
 - 
Aug 2000
ロンドン大学・インペリアルカレッジ・電気電子工学科・研究助手(ポスドク)
 
Oct 2000
 - 
Mar 2006
理化学研究所・脳科学総合研究センター・脳信号処理チーム・研究員
 
Apr 2003
 - 
Mar 2007
埼玉工業大学・工学部・電子工学科・非常勤講師
 
Apr 2007
 - 
Mar 2015
理化学研究所・脳科学総合研究センター・客員研究員(脳信号処理チーム・認知動力学研究チーム)
 

Education

 
 
 - 
1997
Department of Electrical and Electronics Engineering, Imperial College of Science, Technology, and Medicine, University of London
 

Committee Memberships

 
May 2007
 - 
May 2011
Associate Editor for IEICE Transactions on Fundamentals
 
May 2007
 - 
May 2011
IEICE  Associate Editor, IEICE Trans. Fundamentals
 
Apr 2006
   
 
Senior Member of IEEE
 
Jan 2006
   
 
IEEE  Senior Member
 

Awards & Honors

 
2005
Best Paper Award, at the IEEE International Conference on VLSI Design and Video Technology
 

Published Papers

 
Connected Word Recognition Using a Cascaded Neuro-Computational Model
Tetsuya Hoya and Cees van Leeuwen
Connection Science   28(4) 332-345   Aug 2016   [Refereed]
A Cascaded Neuro-Computational Model for Spoken Word Recognition
Cees van-Leeuwen
Connection Science   22(1) 87-101   Mar 2010   [Refereed]
Simultaneous Pattern Classification and Multi-Domain Association Using Self-Structuring Kernel Memory Networks
T. Hoya and Y. Washizawa
IEEE Transactions on Neural Networks   18(3) 732-744   May 2007   [Refereed]
Stereophonic Noise Reduction Using A Combined Sliding Subspace Projection and Adaptive Signal Enhancement
T. Hoya, T. Tanaka, A. Cichocki, T. Murakami, G. Hori, and J. A. Chambers
IEEE Transactions on Speech and Audio Processing   13(3) 309-320   May 2005   [Refereed]
Notions of Intuition and Attention Modeled by A Hiearchically Arranged Generalized Regression Neural Network
IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics   34(1) 200-209   Feb 2004   [Refereed]

Misc

 
Digits Recognition Using a Combined Self-Organizing Map and Edit Distance
D. Kamio, T. Hiroki, R. Tanaka, T. Hoya, and Y. Ishida
Proc. 2015 Annual Conf., Institute of Electrical Engi.   96-97   Mar 2015

Books etc

 
Modeling the Structures of Complex Systems -- Data Representations, Neural Learning, and Artificial Mind
Tetsuya Hoya
Pan Stanford Publishing   Jul 2015   
Artificial Mind System -- Kernel Memory Approach (Studies in Computational Intelligence, Vol.1)
T. Hoya
Springer-Verlag: Heidelberg   Aug 2005   
Spoken Language Processing, from Isolated Word Recognition to Neural Representation of Syntactical Structures, Based upon Kernel Memory
Tetsuya Hoya
Pan Stanford Publishing   Nov 2018   

Conference Activities & Talks

 
Overview of spoken language processing by means of kernel memory, from isolated word recognition to representation of syntactical structures [Invited]
2018 RIKEN-BSI-Cichocki Laboratory Alumni Japan Workshop onFrontier of Multidisciplinary Research:Brain Signal Processing and Multiway Data Mining   23 Mar 2018   BSI-RIKEN
Kernel Memory -- A New Connectionist Framework and Its Application to Spoken Word Recognition and Modelling Cognitive Faculties [Invited]
Tetsuya Hoya
The Constantinides Workshop, the 19th Int. Conf. on Digital Signal Processing (DSP-2014)   Aug 2015   
Efficient Identification of EMG Patterns in Electroencephalograms by Multilinear Subspace Analysis
Hikaru Sahara, Hovagim Bakardjian‡, and Andrzej Cichocki
26th Signal Information Processing Symposium   16 Nov 2011   電子情報通信学会
Artificial Intelligence and Language Acquisition -- Modelling An Artificial Language Acquisition Mechanism for Representing Inflections of Words Within the Context of Artificial Mind System and Kernel Memory
T. Hoya and N. Akiho-Toyoda
Sendai International Forum on Sentence Processing and Psycholinguistics in East Asian Languages   2006   
Analysis of Dynamical Visual Evoked Potential EEG Data Using ICA Approach
L. Zhao, J. Cao, T. Hoya, and A. Cichocki
Annual Conf. Japanese Soc. for Medical and Biological Engineering, Tsukuba   2005   

Association Memberships

 
 

Patents

 
4925235 : 脳の精神的な機能をモデル化した人工ニューラルネットワーク構造の形成方法
4899177 : SELF-DEVELOPMENT TYPE VOICE LANGUAGE PATTERN RECOGNITION SYSTEM, AND METHOD AND PROGRAM FOR STRUCTURING SELF-ORGANIZING NEURAL NETWORK STRUCTURE USED FOR SAME SYSTEM
特許第4354387号 : Separation System, Signal Separation Method, and Signal Separation Program Therefor
E. Li, A. Cichocki, S. Amari, and T. Hoya
4338998 : 記憶連鎖システム、記憶連鎖プログラム、記憶連鎖システムで用いられるニューロン素子
4228104 : 雑音除去システムおよび雑音除去方法
Andrzej Cichocki