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Neural Networks, Volume 98
Volume 98, February 2018
- Saad Mohamad
, Moamar Sayed Mouchaweh, Abdelhamid Bouchachia:
Active learning for classifying data streams with unknown number of classes. 1-15
- Marcin Wozniak
, Dawid Polap
:
Adaptive neuro-heuristic hybrid model for fruit peel defects detection. 16-33
- Jicong Fan
, Jieyu Cheng:
Matrix completion by deep matrix factorization. 34-41
- Yihong Wang, Xuying Xu
, Rubin Wang:
Intrinsic sodium currents and excitatory synaptic transmission influence spontaneous firing in up and down activities. 42-50
- Gang Bao, Zhigang Zeng, Yanjun Shen:
Region stability analysis and tracking control of memristive recurrent neural network. 51-58 - He Huang
, Tingwen Huang
, Xiaoping Chen:
Reduced-order state estimation of delayed recurrent neural networks. 59-64
- Jiejie Chen, Boshan Chen, Zhigang Zeng:
Global Uniform Asymptotic Fixed Deviation Stability and Stability for Delayed Fractional-order Memristive Neural Networks with Generic Memductance. 65-75
- Naoki Masuyama, Chu Kiong Loo
, Farhan Dawood:
Kernel Bayesian ART and ARTMAP. 76-86 - Ali Nedaie, Amir Abbas Najafi
:
Support vector machine with Dirichlet feature mapping. 87-101
- Lin Xiao
, Bolin Liao, Shuai Li, Ke Chen
:
Nonlinear recurrent neural networks for finite-time solution of general time-varying linear matrix equations. 102-113
- Bin Gu:
A regularization path algorithm for support vector ordinal regression. 114-121
- Wengui Yang
, Wenwu Yu, Jinde Cao, Fuad E. Alsaadi
, Tasawar Hayat:
Global exponential stability and lag synchronization for delayed memristive fuzzy Cohen-Grossberg BAM neural networks with impulses. 122-153
- Fabio Massimo Zennaro
, Ke Chen
:
Towards understanding sparse filtering: A theoretical perspective. 154-177 - Jia Cai, Yi Tang:
A new randomized Kaczmarz based kernel canonical correlation analysis algorithm with applications to information retrieval. 178-191
- Fen Wang, Yuanlong Chen, Meichun Liu:
pth moment exponential stability of stochastic memristor-based bidirectional associative memory (BAM) neural networks with time delays. 192-202
- Hongfei Li
, Chuandong Li
, Tingwen Huang
, Wanli Zhang:
Fixed-time stabilization of impulsive Cohen-Grossberg BAM neural networks. 203-211
- Zhenni Li
, Shuxue Ding, Yujie Li, Zuyuan Yang, Shengli Xie, Wuhui Chen:
Manifold optimization-based analysis dictionary learning with an ℓ1∕2-norm regularizer. 212-222 - Chengdai Huang
, Jinde Cao:
Impact of leakage delay on bifurcation in high-order fractional BAM neural networks. 223-235 - Alan L. S. Matias, Ajalmar R. da Rocha Neto
:
OnARTMAP: A Fuzzy ARTMAP-based Architecture. 236-250
- Kwang-Ki K. Kim, Ernesto Rios-Patron, Richard D. Braatz
:
Standard representation and unified stability analysis for dynamic artificial neural network models. 251-262 - Kazuyuki Hiraoka, Toshihiko Hamada, Gen Hori:
Necessary and sufficient conditions of proper estimators based on self density ratio for unnormalized statistical models. 263-270
- Tatiana M. Medvedeva
, Marina V. Sysoeva
, Gilles van Luijtelaar, Ilya V. Sysoev
:
Modeling spike-wave discharges by a complex network of neuronal oscillators. 271-282 - Fei Su, Jiang Wang, Shuangxia Niu, Huiyan Li, Bin Deng, Chen Liu, Xile Wei
:
Nonlinear predictive control for adaptive adjustments of deep brain stimulation parameters in basal ganglia-thalamic network. 283-295
- Namig J. Guliyev
, Vugar E. Ismailov
:
On the approximation by single hidden layer feedforward neural networks with fixed weights. 296-304
- Kin Gwn Lore, Daniel Stoecklein, Michael Davies, Baskar Ganapathysubramanian, Soumik Sarkar
:
A deep learning framework for causal shape transformation. 305-317
- Thomas Gisiger, Mounir Boukadoum
:
A loop-based neural architecture for structured behavior encoding and decoding. 318-336
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