This web page may contain errors. Please do NOT trust the following list, although the maintainer has tried his best to correct the mistakes. If you find an error, please contact the maintainer via email at “contact [at] ishikawa.cc”.

Highly contributed researchers

Statistics

Asynchronous Multiplex Communication Channels in 2-D Neural Network With Fluctuating Characteristics

Authors: Shinichi Tamura, Yoshi Nishitani, Chie Hosokawa, Yuko Mizuno-Matsumoto

Category-Based Deep CCA for Fine-Grained Venue Discovery From Multimodal Data

Authors: Yi Yu, Suhua Tang, Kiyoharu Aizawa, Akiko Aizawa

Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction

Authors: Shangce Gao, Mengchu Zhou, Yirui Wang, Jiujun Cheng, Hanaki Yachi, Jiahai Wang

Editorial: Booming of Neural Networks and Learning Systems

Authors: Akira Hirose, Alessio Micheli, Artur S. d'Avila Garcez, Choon Ki Ahn, Gang Pan, Hamid Reza Karimi, Jianbing Shen, Jos de Jess Rubio, Lei Zhang, Lingjia Liu, Lorenzo Livi, Nian Zhang, Nishchal K. Verma, Pedro Antonio Gutirrez, Qi Tian, Qinglai Wei, Seiichi Ozawa, Stuart H. Rubin, Wei-Neng Chen, Xi Li, Xiaofeng Liao, Youmin Zhang, Zhen Ni, Haibo He

Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness

Authors: Usue Mori, Alexander Mendiburu, Sanjoy Dasgupta, Jos Antonio Lozano

Support Vector Data Descriptions and k-Means Clustering: One Class?

Authors: Nico Grnitz, Luiz Alberto Lima, Klaus-Robert Mller, Marius Kloft, Shinichi Nakajima

Transductive Regression for Data With Latent Dependence Structure

Authors: Nico Grnitz, Luiz Alberto Lima, Luiz Eduardo Varella, Klaus-Robert Mller, Shinichi Nakajima

Multicolumn RBF Network

Authors: Ammar O. Hoori and Yuichi Motai

Identifying a Probabilistic Boolean Threshold Network From Samples

Authors: Avraham A. Melkman, Xiaoqing Cheng, Wai-Ki Ching, Tatsuya Akutsu

Quantum-Inspired Multidirectional Associative Memory With a Self-Convergent Iterative Learning

Authors: Naoki Masuyama, Chu Kiong Loo, Manjeevan Seera, Naoyuki Kubota

Performance Bounds of Quaternion Estimators

Authors: Yili Xia, Cyrus Jahanchahi, Tohru Nitta, Danilo P. Mandic

A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-series Discriminant Component Analysis

Authors: Hideaki Hayashi, Taro Shibanoki, Keisuke Shima, Yuichi Kurita, Toshio Tsuji

Variational Bayesian Inference Algorithms for Infinite Relational Model of Network Data

Authors: Takuya Konishi, Takatomi Kubo, Kazuho Watanabe, Kazushi Ikeda

Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects

Authors: Shing Chiang Tan, Junzo Watada, Zuwairie Ibrahim, Marzuki Khalid

Robust Sensorimotor Representation to Physical Interaction Changes in Humanoid Motion Learning

Authors: Toshihiko Shimizu, Ryo Saegusa, Shuhei Ikemoto, Hiroshi Ishiguro, Giorgio Metta

Variational Inference With ARD Prior for NIRS Diffuse Optical Tomography

Authors: Atsushi Miyamoto, Kazuho Watanabe, Kazushi Ikeda, Masa-aki Sato

Guest Editorial Special Issue on Complex- and Hypercomplex-Valued Neural Networks

Authors: Akira Hirose, Igor N. Aizenberg, Danilo P. Mandic

Selecting Graph Cut Solutions via Global Graph Similarity

Authors: Canh Hao Nguyen, Nicolas Wicker, Hiroshi Mamitsuka

Projection Rule for Rotor Hopfield Neural Networks

Authors: Michimasa Kitahara and Masaki Kobayashi

A Load-Balancing Self-Organizing Incremental Neural Network

Authors: Hongwei Zhang, Xiong Xiao, Osamu Hasegawa

A Stochastic Mean Field Model for an Excitatory and Inhibitory Synaptic Drive Cortical Neuronal Network

Authors: Qing Hui, Wassim M. Haddad, James M. Bailey, Tomohisa Hayakawa

Online Bayesian Learning With Natural Sequential Prior Distribution

Authors: Yohei Nakada, Makio Wakahara, Takashi Matsumoto

Developmental Perception of the Self and Action

Authors: Ryo Saegusa, Giorgio Metta, Giulio Sandini, Lorenzo Natale

Boosted Network Classifiers for Local Feature Selection

Authors: Timothy Hancock and Hiroshi Mamitsuka

Latent Feature Kernels for Link Prediction on Sparse Graphs

Authors: Canh Hao Nguyen and Hiroshi Mamitsuka

Neural Networks and Learning Systems Come Together

Authors: Bart Baesens, Pantelis Bouboulis, Sergio Cruces, Carlotta Domeniconi, Shiro Ikeda, Xuelong Li, Patricia Melin, Vadrevu Sree Hari Rao, Bjrn W. Schuller, Yi Shen, Huajin Tang, Cong Wang, Jian Yang, Derong Zhao, D. Liu

Neuro-Fuzzy Quantification of Personal Perceptions of Facial Images Based on a Limited Data Set

Authors: Luis A. Diago, Tetsuko Kitaoka, Ichiro Hagiwara, Toshiki Kambayashi

Wide-Dynamic-Range APS-Based Silicon Retina With Brightness Constancy

Authors: Kazuhiro Shimonomura, Seiji Kameda, Atsushi Iwata, Tetsuya Yagi

Discriminative Graph Embedding for Label Propagation

Authors: Canh Hao Nguyen and Hiroshi Mamitsuka

Editorial: One Year as EiC, and Editorial-Board Changes at TNN

Authors: Marco Baglietto, Lubica Benuskov, Ivo Bukovsky, Tianping Chen, Tom Heskes, Kazushi Ikeda, Fakhri Karray, Rhee Man Kil, Robert A. Legenstein, Jinhu Lu, Yunqian Ma, Malik Magdon-Ismail, Michael G. Paulin, Robi Polikar, Danil V. Prokhorov, Marco Wiering, Vicente Zarzoso

Condensed Vector Machines: Learning Fast Machine for Large Data

Authors: Dung Duc Nguyen, Kazunori Matsumoto, Yasuhiro Takishima, Kazuo Hashimoto

Kernel Wiener Filter and Its Application to Pattern Recognition

Authors: H. Yoshino, Chen Dong, Yoshikazu Washizawa, Yukihiko Yamashita

Blind extraction of global signal from multi-channel noisy observations

Authors: Yoshikazu Washizawa, Yukihiko Yamashita, Toshihisa Tanaka, Andrzej Cichocki

Multiple incremental decremental learning of support vector machines

Authors: Masayuki Karasuyama and Ichiro Takeuchi

Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation

Authors: Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Shengli Xie, Cuntai Guan

Dynamics of Learning in Multilayer Perceptrons Near Singularities

Authors: Florent Cousseau, Tomoko Ozeki, Shun-ichi Amari

Incremental Learning of Chunk Data for Online Pattern Classification Systems

Authors: Seiichi Ozawa, Shaoning Pang, Nikola K. Kasabov

Global Convergence of SMO Algorithm for Support Vector Regression

Authors: Norikazu Takahashi, Jun Guo, Tetsuo Nishi

An Optimization Methodology for Neural Network Weights and Architectures

Authors: Teresa Bernarda Ludermir, Akio Yamazaki, Cleber Zanchettin

A statistical property of multiagent learning based on Markov decision process

Authors: Kazunori Iwata, Kazushi Ikeda, Hideaki Sakai

Information criteria for support vector machines

Authors: Kei Kobayashi and Fumiyasu Komaki

An analog silicon retina with multichip configuration

Authors: Seiji Kameda and Tetsuya Yagi

A subthreshold MOS neuron circuit based on the Volterra system

Authors: Tetsuya Asai, Yusuke Kanazawa, Yoshihito Amemiya

Implementation of a new neurochip using stochastic logic

Authors: Shigeo Sato, Ken Nemoto, S. Akimoto, Mitsunaga Kinjo, Koji Nakajima

Guest editorial - Special issue on neural networks hardware implementations

Authors: Bernab Linares-Barranco, Andreas G. Andreou, Giacomo Indiveri, Tadashi Shibata

Neuron-synapse IC chip-set for large-scale chaotic neural networks

Authors: Yoshihiko Horio, Kazuyuki Aihara, O. Yamamoto

A constructive algorithm for training cooperative neural network ensembles

Authors: Md. Monirul Islam, Xin Yao, Kazuyuki Murase

A robust approach to independent component analysis of signals with high-level noise measurements

Authors: Jianting Cao, Noboru Murata, Shun-ichi Amari, Andrzej Cichocki, Tsunehiro Takeda

A recurrent log-linearized Gaussian mixture network

Authors: Toshio Tsuji, Nan Bu, Osamu Fukuda, Makoto Kaneko

A parameter optimization method for radial basis function type models

Authors: Hui Peng, Tohru Ozaki, Valerie Haggan-Ozaki, Yukihiro Toyoda

Adaptive acquisition and tracking for deep space array feed antennas

Authors: Ryan Mukai, Victor A. Vilnrotter, Payman Arabshahi, Vahraz Jamnejad

Estimation of speech embedded in a reverberant and noisy environment by independent component analysis and wavelets

Authors: Allan Kardec Barros, Tomasz M. Rutkowski, Fumitada Itakura, Noboru Ohnishi

Guest editorial special issue on intelligent multimedia processing

Authors: Ling Guan, Tlay Adali, Shigeru Katagiri, Jan Larsen, Jos C. Prncipe

Mine detection using scattering parameters

Authors: Gregory L. Plett, Takeshi Doi, Don J. Torrieri

Learning rules for neuro-controller via simultaneous perturbation

Authors: Yutaka Maeda and Rui J. P. de Figueiredo

Asymptotic statistical theory of overtraining and cross-validation

Authors: Shun-ichi Amari, Noboru Murata, Klaus-Robert Mller, Michael Finke, Howard Hua Yang

Rotation-invariant neural pattern recognition system estimating a rotation angle

Authors: Minoru Fukumi, Sigeru Omatu, Yoshikazu Nishikawa

The capacity of associative memories with malfunctioning neurons

Authors: Mahdad Nouri Shirazi and Sadao Maekawa

A single 1.5-V digital chip for a 106 synapse neural network

Authors: Takao Watanabe, Katsutaka Kimura, Masakazu Aoki, Takeshi Sakata, Kiyoo Ito

Reduction of required precision bits for back-propagation applied to pattern recognition

Authors: Shigeo Sakaue, Toshiyuki Kohda, Hiroshi Yamamoto, Susumu Maruno, Yasuharu Shimeki

Chaos and fractals from a forced artificial neural cell

Authors: Toshimichi Saito and Masami Oikawa

A noise suppressing distance measure for competitive learning neural networks

Authors: Ferdinand Peper, Mehdi N. Shirazi, Hideki Noda

Massively parallel architectures for large scale neural network simulations

Authors: Yoshiji Fujimoto, Naoyuki Fukuda, Toshio Akabane

Neural networks designed on approximate reasoning architecture and their applications

Authors: Hideyuki Takagi, Noriyuki Suzuki, Toshiyuki Koda, Yoshihiro Kojima

On fuzzy modeling using fuzzy neural networks with the back-propagation algorithm

Authors: Shin-ichi Horikawa, Takeshi Furuhashi, Yoshiki Uchikawa

Spatial versus temporal stability issues in image processing neuro chips

Authors: Takashi Matsumoto, Haruo Kobayashi, Yoshio Togawa

A modular CMOS design of a Hamming network

Authors: Moises E. Robinson, Hideki Yoneda, Edgar Snchez-Sinencio

Functional abilities of a stochastic logic neural network

Authors: Yoshikazu Kondo and Yasuji Sawada

Rotation-invariant neural pattern recognition system with application to coin recognition

Authors: Minoru Fukumi, Sigeru Omatu, Fumiaki Takeda, Toshihisa Kosaka

Information geometry of Boltzmann machines

Authors: Shun-ichi Amari, Koji Kurata, Hiroshi Nagaoka

Neural network application for direct feedback controllers

Authors: Yoshiaki Ichikawa and Toshiyuki Sawa

A parallel improvement algorithm for the bipartite subgraph problem

Authors: Kuo Chun Lee, Nobuo Funabiki, Yoshiyasu Takefuji

Parallel algorithms for finding a near-maximum independent set of a circle graph

Authors: Yoshiyasu Takefuji, Li-Lin Chen, Kuo Chun Lee, John Huffman

A parallel algorithm for tiling problems

Authors: Yoshiyasu Takefuji and Kuo Chun Lee