A novel modular RBF neural network based on a brain-like partition method
暂无分享,去创建一个
Wen-Jing Li | Bogdan M. Wilamowski | Xi Meng | Jun-Fei Qiao | B. Wilamowski | J. Qiao | Wenjing Li | Xi Meng
[1] Yi Ding,et al. A modular neural network architecture with concept , 2014, Neurocomputing.
[2] Guigang Zhang,et al. Deep Learning , 2016, Int. J. Semantic Comput..
[3] C. Hilgetag,et al. Hierarchical modular brain connectivity is a stretch for criticality , 2014, Trends in Cognitive Sciences.
[4] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[5] Karl J. Friston,et al. Structural and Functional Brain Networks: From Connections to Cognition , 2013, Science.
[6] H. Chris Tseng,et al. Modular neural networks with applications to pattern profiling problems , 2009, Neurocomputing.
[7] Bogdan M. Wilamowski,et al. PolyNet: A Polynomial-Based Learning Machine for Universal Approximation , 2015, IEEE Transactions on Industrial Informatics.
[8] Sean Hughes,et al. Clustering by Fast Search and Find of Density Peaks , 2016 .
[9] Sung-Kwun Oh,et al. Optimized face recognition algorithm using radial basis function neural networks and its practical applications , 2015, Neural Networks.
[10] Hao Yu,et al. Fast and Efficient Second-Order Method for Training Radial Basis Function Networks , 2012, IEEE Transactions on Neural Networks and Learning Systems.
[11] Zhiming Li,et al. Modeling and Monitoring of Dynamic Processes , 2012, IEEE Transactions on Neural Networks and Learning Systems.
[12] B.M. Wilamowski,et al. Neural network architectures and learning algorithms , 2009, IEEE Industrial Electronics Magazine.
[13] Tetsuo Furukawa,et al. Modular network SOM , 2009, Neural Networks.
[14] Jean-Charles Créput,et al. A massively parallel neural network approach to large-scale Euclidean traveling salesman problems , 2017, Neurocomputing.
[15] Shengli Wu,et al. Effective Neural Network Ensemble Approach for Improving Generalization Performance , 2013, IEEE Transactions on Neural Networks and Learning Systems.
[16] Alexander V. Goltsev,et al. Modular neural networks with Hebbian learning rule , 2009, Neurocomputing.
[17] Xin Yao,et al. A constructive algorithm for training cooperative neural network ensembles , 2003, IEEE Trans. Neural Networks.
[18] O. Sporns,et al. Complex brain networks: graph theoretical analysis of structural and functional systems , 2009, Nature Reviews Neuroscience.
[19] Fevrier Valdez,et al. Modular Neural Networks architecture optimization with a new nature inspired method using a fuzzy combination of Particle Swarm Optimization and Genetic Algorithms , 2014, Information Sciences.
[20] Narasimhan Sundararajan,et al. An efficient sequential learning algorithm for growing and pruning RBF (GAP-RBF) networks , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[21] Hao Yu,et al. Selection of Proper Neural Network Sizes and Architectures—A Comparative Study , 2012, IEEE Transactions on Industrial Informatics.
[22] Hai Zhao,et al. Parallelized extreme learning machine ensemble based on min-max modular network , 2014, Neurocomputing.
[23] Junfei Qiao,et al. An online self-adaptive modular neural network for time-varying systems , 2014, Neurocomputing.
[24] Yuichi Motai,et al. Multicolumn RBF Network , 2018, IEEE Transactions on Neural Networks and Learning Systems.
[25] Gang Feng,et al. A Direct Self-Constructing Neural Controller Design for a Class of Nonlinear Systems , 2015, IEEE Transactions on Neural Networks and Learning Systems.
[26] Wei Lu,et al. An Adaptive-PSO-Based Self-Organizing RBF Neural Network , 2018, IEEE Transactions on Neural Networks and Learning Systems.
[27] Geoffrey E. Hinton,et al. Adaptive Mixtures of Local Experts , 1991, Neural Computation.
[28] Nasser L. Azad,et al. A modular ridge randomized neural network with differential evolutionary distributor applied to the estimation of sea ice thickness , 2016, Soft Computing.
[29] Narasimhan Sundararajan,et al. A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation , 2005, IEEE Transactions on Neural Networks.
[30] Hao Yu,et al. An Incremental Design of Radial Basis Function Networks , 2014, IEEE Transactions on Neural Networks and Learning Systems.
[31] Patricia Melin,et al. Optimization of modular granular neural networks using hierarchical genetic algorithms for human recognition using the ear biometric measure , 2014, Eng. Appl. Artif. Intell..
[32] Chee Kheong Siew,et al. Extreme learning machine: Theory and applications , 2006, Neurocomputing.
[33] Witold Pedrycz,et al. Using multilayer perceptrons as receptive fields in the design of neural networks , 2009, Neurocomputing.