## Highly contributed researchers

### In recent 10 years: __Masaki Kobayashi__ (8)

__Yoshikazu Washizawa__ (5) / __Akira Hirose__ (5) / __Hiroshi Mamitsuka__ (5)

### Since 1990: __Shun-ichi Amari__ (18)

__Masaki Kobayashi__ (9) / __Akira Hirose__ (9) / __Yoshikazu Washizawa__ (6) / __Sigeru Omatu__ (6) / __Yoshiyasu Takefuji__ (6) / __Kazushi Ikeda__ (6)

## Statistics

### O(2)-Valued Hopfield Neural Networks

Author: Masaki Kobayashi

### Identification of the Structure of a Probabilistic Boolean Network From Samples Including Frequencies of Outcomes

Authors: Tatsuya Akutsu and Avraham A. Melkman

### 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

### A Unifying Objective Function of Independent Component Analysis for Ordering Sources by Non-Gaussianity

Authors: Yoshitatsu Matsuda and Kazunori Yamaguchi

### Theoretical Study of Oscillator Neurons in Recurrent Neural Networks

Authors: Lei Zhang, Zhang Yi, Shun-ichi Amari

### 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

### Singularities of Three-Layered Complex-Valued Neural Networks With Split Activation Function

Author: Masaki Kobayashi

### Hyperbolic Gradient Operator and Hyperbolic Back-Propagation Learning Algorithms

Authors: Tohru Nitta and Yasuaki Kuroe

### Decomposition of Rotor Hopfield Neural Networks Using Complex Numbers

Author: Masaki Kobayashi

### 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

### Stability of Rotor Hopfield Neural Networks With Synchronous Mode

Author: Masaki Kobayashi

### Efficient Exact Inference With Loss Augmented Objective in Structured Learning

Authors: Alexander Bauer, Shinichi Nakajima, Klaus-Robert Mller

### Resolution of Singularities Introduced by Hierarchical Structure in Deep Neural Networks

Author: Tohru Nitta

### An Approach to Stable Gradient-Descent Adaptation of Higher Order Neural Units

Authors: Ivo Bukovsky and Noriyasu Homma

### Spectrum-Diverse Neuroevolution With Unified Neural Models

Authors: Danilo Vasconcellos Vargas and Junichi Murata

### Extending the Peak Bandwidth of Parameters for Softmax Selection in Reinforcement Learning

Author: Kazunori Iwata

### Design of Probabilistic Boolean Networks Based on Network Structure and Steady-State Probabilities

Authors: Koichi Kobayashi and Kunihiko Hiraishi

### Learning to Perceive the World as Probabilistic or Deterministic via Interaction With Others: A Neuro-Robotics Experiment

Authors: Shingo Murata, Yuichi Yamashita, Hiroaki Arie, Tetsuya Ogata, Shigeki Sugano, Jun Tani

### Symmetric Complex-Valued Hopfield Neural Networks

Author: Masaki Kobayashi

### Nonparametric Density Estimation Based on Self-Organizing Incremental Neural Network for Large Noisy Data

Authors: Yoshihiro Nakamura and Osamu Hasegawa

### Improving on Deterministic Approximate Bayesian Inferences for Mixture Distributions

Author: Yohei Nakada

### Classifying Stress From Heart Rate Variability Using Salivary Biomarkers as Reference

Authors: Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo, Einly Lim, Naoyuki Kubota

### A Nearest Neighbor Classifier Employing Critical Boundary Vectors for Efficient On-Chip Template Reduction

Authors: Wenjun Xia, Yoshio Mita, Tadashi Shibata

### An Asynchronous Recurrent Network of Cellular Automaton-Based Neurons and Its Reproduction of Spiking Neural Network Activities

Authors: Takashi Matsubara and Hiroyuki Torikai

### Kernel-Based Least Squares Temporal Difference With Gradient Correction

Authors: Tianheng Song, Dazi Li, Liulin Cao, Kotaro Hirasawa

### Bayesian Robust Tensor Factorization for Incomplete Multiway Data

Authors: Qibin Zhao, Guoxu Zhou, Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari

### 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

### Supervised Learning Using Spike-Timing-Dependent Plasticity of Memristive Synapses

Authors: Yu Nishitani, Yukihiro Kaneko, Michihito Ueda

### Improved Learning Performance of Hardware Self-Organizing Map Using a Novel Neighborhood Function

Authors: Hiroomi Hikawa and Yutaka Maeda

### 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

### Kernel Association for Classification and Prediction: A Survey

Author: Yuichi Motai

### Mahalanobis Distance on Extended Grassmann Manifolds for Variational Pattern Analysis

Authors: Yoshikazu Washizawa and Seiji Hotta

### Ultrawideband Direction-of-Arrival Estimation Using Complex-Valued Spatiotemporal Neural Networks

Authors: Kotaro Terabayashi, Ryo Natsuaki, Akira Hirose

### Fading Channel Prediction Based on Combination of Complex-Valued Neural Networks and Chirp Z-Transform

Authors: Tianben Ding and Akira Hirose

### 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

### Multiple Graph Label Propagation by Sparse Integration

Authors: Masayuki Karasuyama and Hiroshi Mamitsuka

### Pseudo-Orthogonalization of Memory Patterns for Associative Memory

Authors: Makito Oku, Takaki Makino, Kazuyuki Aihara

### A Quadratically Constrained MAP Classifier Using the Mixture of Gaussians Models as a Weight Function

Authors: Tatsuya Yokota and Yukihiko Yamashita

### Asynchronous Cellular Automaton-Based Neuron: Theoretical Analysis and On-FPGA Learning

Authors: Takashi Matsubara and Hiroyuki Torikai

### Noise-Shaping Gradient Descent-Based Online Adaptation Algorithms for Digital Calibration of Analog Circuits

Authors: Shantanu Chakrabartty, Ravi Krishna Shaga, Kenji Aono

### Hyperbolic Hopfield Neural Networks

Author: Masaki Kobayashi

### Adaptive Subset Kernel Principal Component Analysis for Time-Varying Patterns

Author: Yoshikazu Washizawa

### 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

### Generalization Characteristics of Complex-Valued Feedforward Neural Networks in Relation to Signal Coherence

Authors: Akira Hirose and Shotaro Yoshida

### 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

### Nonlinear Regularization Path for Quadratic Loss Support Vector Machines

Authors: Masayuki Karasuyama and Ichiro Takeuchi

### 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

### A Novel Rotate-and-Fire Digital Spiking Neuron and its Neuron-Like Bifurcations and Responses

Authors: Tetsuya Hishiki and Hiroyuki Torikai

### 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

### Exceptional reducibility of complex-valued neural networks

Author: Masaki Kobayashi

### Multiple incremental decremental learning of support vector machines

Authors: Masayuki Karasuyama and Ichiro Takeuchi

### Two conditions for equivalence of 0-norm solution and 1-norm solution in sparse representation

Authors: Yuanqing Li and Shun-ichi Amari

### Design of the inverse function delayed neural network for solving combinatorial optimization problems

Authors: Yoshihiro Hayakawa and Koji Nakajima

### Feature extraction using constrained approximation and suppression

Author: Yoshikazu Washizawa

### Variational Bayesian Mixture Model on a Subspace of Exponential Family Distributions

Authors: Kazuho Watanabe, Shotaro Akaho, Shinichiro Omachi, Masato Okada

### Analysis and Modeling of Naturalness in Handwritten Characters

Authors: Jn Dolinsk and Hideyuki Takagi

### Complex-Valued Multistate Associative Memory With Nonlinear Multilevel Functions for Gray-Level Image Reconstruction

Authors: Gouhei Tanaka and Kazuyuki Aihara

### Associative Memory for Online Learning in Noisy Environments Using Self-Organizing Incremental Neural Network

Authors: Akihito Sudo, Akihiro Sato, Osamu Hasegawa

### Driving Profile Modeling and Recognition Based on Soft Computing Approach

Authors: Abdul Wahab, Chai Quek, Chin Keong Tan, Kazuya Takeda

### Analysis of Survival Data Having Time-Dependent Covariates

Authors: Masaaki Tsujitani and Masato Sakon

### A Multitask Learning Model for Online Pattern Recognition

Authors: Seiichi Ozawa, Asim Roy, Dmitri Roussinov

### Robust Label Propagation on Multiple Networks

Authors: Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama

### 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

### Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines

Authors: Kenji Nagata and Sumio Watanabe

### 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

### Neural Network Adaptive Control for a Class of Nonlinear Uncertain Dynamical Systems With Asymptotic Stability Guarantees

Authors: Tomohisa Hayakawa, Wassim M. Haddad, Naira Hovakimyan

### Markov and Semi-Markov Switching of Source Appearances for Nonstationary Independent Component Analysis

Authors: Junichiro Hirayama, Shin-ichi Maeda, Shin Ishii

### Neural Network Adaptive Output Feedback Control for Intensive Care Unit Sedation and Intraoperative Anesthesia

Authors: Wassim M. Haddad, James M. Bailey, Tomohisa Hayakawa, Naira Hovakimyan

### Simultaneous Pattern Classification and Multidomain Association Using Self-Structuring Kernel Memory Networks

Authors: Tetsuya Hoya and Yoshikazu Washizawa

### The AIC Criterion and Symmetrizing the Kullback-Leibler Divergence

Authors: Abd-Krim Seghouane and Shun-ichi Amari

### A Method of Face Recognition Based on Fuzzy c-Means Clustering and Associated Sub-NNs

Authors: Jianming Lu, Xue Yuan, Takashi Yahagi

### Global Convergence of Decomposition Learning Methods for Support Vector Machines

Authors: Norikazu Takahashi and Tetsuo Nishi

### An Optimization Methodology for Neural Network Weights and Architectures

Authors: Teresa Bernarda Ludermir, Akio Yamazaki, Cleber Zanchettin

### O(log2M) Self-Organizing Map Algorithm Without Learning of Neighborhood Vectors

Authors: Hiroki Kusumoto and Yoshiyasu Takefuji

### Developmental Learning With Behavioral Mode Tuning by Carrier-Frequency Modulation in Coherent Neural Networks

Authors: Akira Hirose, Yasufumi Asano, Toshihiko Hamano

### Global Exponential Stability of Multitime Scale Competitive Neural Networks With Nonsmooth Functions

Authors: Hongtao Lu and Shun-ichi Amari

### Cooperative information maximization with Gaussian activation functions for self-organizing maps

Author: Ryotaro Kamimura

### 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

### Modulated Hebb-Oja learning Rule-a method for principal subspace analysis

Authors: Marko Jankovic and Hidemitsu Ogawa

### Blind estimation of channel parameters and source components for EEG signals: a sparse factorization approach

Authors: Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari

### Effects of kernel function on Nu support vector machines in extreme cases

Author: Kazushi Ikeda

### An analog silicon retina with multichip configuration

Authors: Seiji Kameda and Tetsuya Yagi

### Recurrent neural network as a linear attractor for pattern association

Authors: Ming-Jung Seow and Vijayan K. Asari

### Simultaneous perturbation learning rule for recurrent neural networks and its FPGA implementation

Authors: Yutaka Maeda and Masatoshi Wakamura

### Self-organizing network services with evolutionary adaptation

Authors: Tadashi Nakano and Tatsuya Suda

### A multichip aVLSI system emulating orientation selectivity of primary visual cortical cells

Authors: Kazuhiro Shimonomura and Tetsuya Yagi

### Rigorous proof of termination of SMO algorithm for support vector Machines

Authors: Norikazu Takahashi and Tetsuo Nishi

### A MOSFET-based model of a class 2 nerve membrane

Authors: Takashi Kohno and Kazuyuki Aihara

### Mutation-based genetic neural network

Authors: Paulito P. Palmes, Taichi Hayasaka, Shiro Usui

### Singularities in complete bipartite graph-type Boltzmann machines and upper bounds of stochastic complexities

Authors: Keisuke Yamazaki and Sumio Watanabe

### Neural network adaptive control for nonlinear nonnegative dynamical systems

Authors: Tomohisa Hayakawa, Wassim M. Haddad, Naira Hovakimyan, VijaySekhar Chellaboina

### Passivity-based neural network adaptive output feedback control for nonlinear nonnegative dynamical systems

Authors: Tomohisa Hayakawa, Wassim M. Haddad, James M. Bailey, Naira Hovakimyan

### A network of coincidence detector neurons with periodic and chaotic dynamics

Authors: Masataka Watanabe and Kazuyuki Aihara

### Storage capacity diverges with synaptic efficiency in an associative memory model with synaptic delay and pruning

Authors: Seiji Miyoshi and Masato Okada

### An analysis of globally connected active rotators with excitatory and inhibitory connections having different time constants using the nonlinear Fokker-Planck equations

Authors: Takashi Kanamaru and Masatoshi Sekine

### Grouping synchronization in a pulse-coupled network of chaotic spiking oscillators

Authors: Hidehiro Nakano and Toshimichi Saito

### A new criterion using information gain for action selection strategy in reinforcement learning

Authors: Kazunori Iwata, Kazushi Ikeda, Hideaki Sakai

### From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability

Authors: Sergio Antonio Cruces-Alvarez, Andrzej Cichocki, Shun-ichi Amari

### Synchronization phenomena in pulse-coupled networks driven by spike-train inputs

Authors: Hiroyuki Torikai and Toshimichi Saito

### Discriminative learning quadratic discriminant function for handwriting recognition

Authors: Cheng-Lin Liu, Hiroshi Sako, Hiromichi Fujisawa

### Self-adaptive blind source separation based on activation functions adaptation

Authors: Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari

### Predictive self-organizing map for vector quantization of migratory signals and its application to mobile communications

Authors: Akira Hirose and Tomoyuki Nagashima

### A subthreshold MOS neuron circuit based on the Volterra system

Authors: Tetsuya Asai, Yusuke Kanazawa, Yoshihito Amemiya

### Analog recurrent decision circuit with high signal-voltage symmetry and delay-time equality to improve continuous-time convergence performance

Authors: Akira Hirose and Kazuhiko Nakazawa

### An image representation algorithm compatible with neural-associative-processor-based hardware recognition systems

Authors: Masakazu Yagi and Tadashi Shibata

### 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

### Analog soft-pattern-matching classifier using floating-gate MOS technology

Authors: Toshihiko Yamasaki and Tadashi Shibata

### An analog CMOS central pattern generator for interlimb coordination in quadruped locomotion

Authors: Kazuki Nakada, Tetsuya Asai, Yoshihito Amemiya

### A digital hardware pulse-mode neuron with piecewise linear activation function

Author: Hiroomi Hikawa

### An analog VLSI chip emulating sustained and transient response channels of the vertebrate retina

Authors: Seiji Kameda and Tetsuya Yagi

### 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

### FPGA implementation of a pulse density neural network with learning ability using simultaneous perturbation

Authors: Yutaka Maeda and Toshiki Tada

### 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

### On the capability of accommodating new classes within probabilistic neural networks

Author: Tetsuya Hoya

### Learning polynomial feedforward neural networks by genetic programming and backpropagation

Authors: Nikolay Y. Nikolaev and Hitoshi Iba

### A new digital pulse-mode neuron with adjustable activation function

Author: Hiroomi Hikawa

### A CMOS feedforward neural-network chip with on-chip parallel learning for oscillation cancellation

Authors: Jin Liu, Martin A. Brooke, Kenichi Hirotsu

### Adaptive acquisition and tracking for deep space array feed antennas

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

### Statistical multimodal integration for audio-visual speech processing

Author: Satoshi Nakamura

### 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

### Multi-illuminant color reproduction for electronic cameras via CANFIS neuro-fuzzy modular network device characterization

Authors: Eiji Mizutani and Kenichi Nishio

### Stability of steepest descent with momentum for quadratic functions

Authors: Manabu Torii and Martin T. Hagan

### VEP optimal channel selection using genetic algorithm for neural network classification of alcoholics

Authors: Ramaswamy Palaniappan, Paramesran Raveendran, Sigeru Omatu

### Subspace information criterion for nonquadratic regularizers-Model selection for sparse regressors

Authors: Koji Tsuda, Masashi Sugiyama, Klaus-Robert Mller

### Errata to "learning efficiency of redundant neural networks in bayesian estimation"

Author: Sumio Watanabe

### Basic dynamics from a pulse-coupled network of autonomous integrate-and-fire chaotic circuits

Authors: Hidehiro Nakano and Toshimichi Saito

### Learning efficiency of redundant neural networks in Bayesian estimation

Author: Sumio Watanabe

### H∞-learning of layered neural networks

Authors: Kiyoshi Nishiyama and Kiyohiko Suzuki

### Training of a feedforward multiple-valued neural network by error backpropagation with a multilevel threshold function

Author: Vijayan K. Asari

### Cooperative updating in the Hopfield model

Authors: Tomo Munehisa, Masaki Kobayashi, Haruaki Yamazaki

### A neural network with asymmetric basis functions for feature extraction of ECG P waves

Authors: Eduardo de Azevedo Botter, Cairo L. Nascimento Jr., Takashi Yoneyama

### Theoretical limitations of a Hopfield network for crossbar switching

Author: Satoshi Matsuda

### Efficient source adaptivity in independent component analysis

Authors: Nikos A. Vlassis and Yoichi Motomura

### Errata to "fuzzy-neural network with general parameter adaptation for modeling of nonlinear time-series"

Authors: Daouren Akhmetov, Yasuhiko Dote, Seppo J. Ovaska

### An introduction to kernel-based learning algorithms

Authors: Klaus-Robert Mller, Sebastian Mika, Gunnar Rtsch, Koji Tsuda, Bernhard Schlkopf

### Stability of asymmetric Hopfield networks

Authors: Tianping Chen and Shun-ichi Amari

### Fuzzy neural network with general parameter adaptation for modeling of nonlinear time-series

Authors: Daouren Akhmetov, Yasuhiko Dote, Seppo J. Ovaska

### Heuristic pattern correction scheme using adaptively trained generalized regression neural networks

Authors: Tetsuya Hoya and Jonathon A. Chambers

### Fast combinatorial optimization with parallel digital computers

Authors: Hideki Kakeya and Yoichi Okabe

### Neural discriminant analysis

Authors: Masaaki Tsujitani and Takashi Koshimizu

### Neuro-fuzzy rule generation: survey in soft computing framework

Authors: Sushmita Mitra and Yoichi Hayashi

### Extension of dynamic link matching by introducing local linear maps

Authors: Toru Aonishi and Koji Kurata

### Extracting rules from trained neural networks

Author: Hiroshi Tsukimoto

### Statistical active learning in multilayer perceptrons

Author: Kenji Fukumizu

### Design and analysis of a nonequilibrium cross-coupled network with a detectable similarity measure

Authors: Masayoshi Shimono and Takeshi Yamakawa

### A new supervised learning algorithm for multilayered and interconnected neural networks

Authors: Yoshihiro Yamamoto and Peter N. Nikiforuk

### Inverting feedforward neural networks using linear and nonlinear programming

Authors: Bao-Liang Lu, Hajime Kita, Yoshikazu Nishikawa

### Incremental learning methods with retrieving of interfered patterns

Authors: Koichiro Yamauchi, Nobuhiko Yamaguchi, Naohiro Ishii

### Task decomposition and module combination based on class relations: a modular neural network for pattern classification

Authors: Bao-Liang Lu and Masami Ito

### Blind separation of uniformly distributed signals: a general approach

Authors: Jayanta Basak and Shun-ichi Amari

### Analog integrated circuits for the Lotka-Volterra competitive neural networks

Authors: T. Asai, M. Ohtani, Hiroo Yonezu

### Frequency-based multilayer neural network with on-chip learning and enhanced neuron characteristics

Author: Hiroomi Hikawa

### Microcode optimization with neural networks

Authors: S. Bharitkar, Kazuhiro Tsuchiya, Yoshiyasu Takefuji

### Analog implementation of pulse-coupled neural networks

Authors: Yasuhiro Ota and Bogdan M. Wilamowski

### Dynamics of selective recall in an associative memory model with one-to-many associations

Authors: Masaki Kawamura, Masato Okada, Yuzo Hirai

### Image interpolation for progressive transmission by using radial basis function networks

Authors: T. Sigitani, Youji Iiguni, Hajime Maeda

### Selective retrieval of memory and concept sequences through neuro-windows

Authors: Hideki Kakeya and Yoichi Okabe

### A common neural-network model for unsupervised exploratory data analysis and independent component analysis

Authors: Mark A. Girolami, Andrzej Cichocki, Shun-ichi Amari

### Reinforcement learning to train a cooperative network with both discrete and continuous output neurons

Authors: Satoshi Yamada, Michio Nakashima, Satoru Shiono

### A gradual neural-network algorithm for jointly time-slot/code assignment problems in packet radio networks

Authors: Nobuo Funabiki and Junji Kitamichi

### A tight bound on concept learning

Authors: Haruhisa Takahashi and Hanzhong Gu

### "Optimal" Hopfield network for combinatorial optimization with linear cost function

Author: Satoshi Matsuda

### A gradual neural-network approach for frequency assignment in satellite communication systems

Authors: Nobuo Funabiki and Seishi Nishikawa

### 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

### Capabilities of a four-layered feedforward neural network: four layers versus three

Authors: Shin'ichi Tamura and Masahiko Tateishi

### A binary Hopfield neural-network approach for satellite broadcast scheduling problems

Authors: Nobuo Funabiki and Seishi Nishikawa

### A symmetric linear neural network that learns principal components and their variances

Authors: Ferdinand Peper and Hideki Noda

### Behavior control of coherent-type neural networks by carrier-frequency modulation

Authors: Akira Hirose and Rolf Eckmiller

### Progressive learning and its application to robot impedance learning

Authors: Boo-Ho Yang and Haruhiko Asada

### Towards more practical average bounds on supervised learning

Authors: Hanzhong Gu and Haruhisa Takahashi

### Auto-associative memory with two-stage dynamics of nonmonotonic neurons

Authors: Hiro-Fumi Yanai and Shun-ichi Amari

### Evolutionary learning of nearest-neighbor MLP

Authors: Qiangfu Zhao and Tatsuo Higuchi

### Harmonic competition: a self-organizing multiple criteria optimization

Author: Yasuo Matsuyama

### An approach to stability criteria of neural-network control systems

Author: Kazuo Tanaka

### A MOS circuit for a nonmonotonic neural network with excellent retrieval capabilities

Authors: Tetsuya Asai, Hideyo Yokotsuka, Tomoki Fukai

### Self-organizing QRS-wave recognition in ECG using neural networks

Author: Yukinori Suzuki

### Two-dimensional spatio-temporal dynamics of analog image processing neural networks

Authors: Haruo Kobayashi, Takashi Matsumoto, Jun Sanekata

### Active control of vibration using a neural network

Authors: Scott D. Snyder and Nobuo Tanaka

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