Connectionists: NEURAL NETWORKS, Feb. 2018

[WANG, DELIANG]

Neural Networks - Volume 98, February 2018
http://www.journals.elsevier.com/neural-networks


Reduced-order state estimation of delayed recurrent neural networks
He Huang, Tingwen Huang, Xiaoping Chen

Intrinsic sodium currents and excitatory synaptic transmission influence 
spontaneous firing in up and down activities
Yihong Wang, Xuying Xu, Rubin Wang

Global uniform asymptotic fixed deviation stability and stability for 
delayed fractional-order memristive neural networks with generic 
memductance
Jiejie Chen, Boshan Chen, Zhigang Zeng

Pth moment exponential stability of stochastic memristor-based 
bidirectional associative memory (BAM) neural networks with time delays
Fen Wang, Yuanlong Chen, Meichun Liu

Active learning for classifying data streams with unknown number of classes
Saad Mohamad, Moamar Sayed-Mouchaweh, Abdelhamid Bouchachia

Modeling spike-wave discharges by a complex network of neuronal oscillators
Tatiana M. Medvedeva, Marina V. Sysoeva, Gilles van Luijtelaar, Ilya V. 
Sysoev

Matrix completion by deep matrix factorization
Jicong Fan, Jieyu Cheng

Nonlinear predictive control for adaptive adjustments of deep brain 
stimulation parameters in basal ganglia–thalamic network
Fei Su, Jiang Wang, Shuangxia Niu, Huiyan Li, Bin Deng, Chen Liu, Xile Wei

Kernel Bayesian ART and ARTMAP
Naoki Masuyama, Chu Kiong Loo, Farhan Dawood

A loop-based neural architecture for structured behavior encoding and 
decoding
Thomas Gisiger, Mounir Boukadoum

Support vector machine with Dirichlet feature mapping
Ali Nedaie, Amir Abbas Najafi

A regularization path algorithm for support vector ordinal regression
Bin Gu

Towards understanding sparse filtering: A theoretical perspective
Fabio Massimo Zennaro, Ke Chen

A new randomized Kaczmarz based kernel canonical correlation analysis 
algorithm with applications to information retrieval
Jia Cai, Yi Tang

Manifold optimization-based analysis dictionary learning with an 
image-norm regularizer
Zhenni Li, Shuxue Ding, Yujie Li, Zuyuan Yang, Shengli Xie, Wuhui Chen

Impact of leakage delay on bifurcation in high-order fractional BAM 
neural networks
Chengdai Huang, Jinde Cao

OnARTMAP: A Fuzzy ARTMAP-based Architecture
Alan L.S. Matias, Ajalmar R. Rocha Neto

Region stability analysis and tracking control of memristive recurrent 
neural network
Gang Bao, Zhigang Zeng, Yanjun Shen

Global exponential stability and lag synchronization for delayed 
memristive fuzzy Cohen–Grossberg BAM neural networks with impulses
Wengui Yang, Wenwu Yu, Jinde Cao, Fuad E. Alsaadi, Tasawar Hayat

Fixed-time stabilization of impulsive Cohen–Grossberg BAM neural networks
Hongfei Li, Chuandong Li, Tingwen Huang, Wanli Zhang

Adaptive neuro-heuristic hybrid model for fruit peel defects detection
Marcin Wozniak, Dawid Polap

Standard representation and unified stability analysis for dynamic 
artificial neural network models
Kwang-Ki K. Kim, Ernesto Ríos Patrón, Richard D. Braatz

Nonlinear recurrent neural networks for finite-time solution of general 
time-varying linear matrix equations
Lin Xiao, Bolin Liao, Shuai Li, Ke Chen

Necessary and sufficient conditions of proper estimators based on self 
density ratio for unnormalized statistical models
Kazuyuki Hiraoka, Toshihiko Hamada, Gen Hori

On the approximation by single hidden layer feedforward neural networks 
with fixed weights
Namig J. Guliyev, Vugar E. Ismailov

A deep learning framework for causal shape transformation
Kin Gwn Lore, Daniel Stoecklein, Michael Davies, Baskar 
Ganapathysubramanian, Soumik Sarkar