Ieee Transactions on Neural Networks

Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond

Editorial: Welcome To The IEEE Neural Networks Society

I WANT towelcomeyou toournewly formedsociety.On February 17, 2002, the IEEE Neural Networks Council (NNC), publisher of the IEEE TRANSACTIONS ON NEURAL NETWORKS (TNN), the IEEE TRANSACTIONS ON FUZZY SYSTEMS (TFS), and the IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (TEC), became the IEEE Neural Networks Society (NNS). This accomplishment was made possible by the relentless efforts of our ExCo...

Ieee Transactions on Neural Networks ,

DRAFT OF July 20, 1995FOR IEEE TRANSACTIONS ON NEURAL NETWORKS 1 Gradient Calculations for Dynamic Recurrent Neural Networks: A Survey

February 2010 | Ieee Computational Intelligence Magazine 5 Spotlight Publication Publication Publication Cis Publication Spotlight Ieee Transactions on Neural Networks Ieee Transactions on Fuzzy Systems

Digital Object Identifier: 10.1109/ TNN.2009.2025946 “Convergence analysis of the online BP training algorithm was proved using two fundamental theorems: One theorem claims that under mild conditions, the gradient sequence of the error function will converge to zero (the weak convergence), and another theorem concludes the convergence of the weight sequence defined by the procedure to a fixed v...

Using Directional Fibers to Locate Fixed Points of Recurrent Neural Networks.

We introduce mathematical objects that we call ``directional fibers,'' and show how they enable a new strategy for systematically locating fixed points in recurrent neural networks. We analyze this approach mathematically and use computer experiments to show that it consistently locates many fixed points in many networks with arbitrary sizes and unconstrained connection weights. Comparison with...