Neural Networks as dynamical systems Export

@article{citeulike:4006235, abstract = {We consider neural networks from the point of view of dynamical systems theory. In this spirit we review recent results dealing with the following questions, adressed in the context of specific models. 1. Characterizing the collective dynamics; 2. Statistical analysis of spikes trains; 3. Interplay between dynamics and network structure; 4. Effects of synaptic plasticity.}, archivePrefix = {arXiv}, author = {Cessac, B.}, citeulike-article-id = {4006235}, citeulike-linkout-0 = {http://arxiv.org/abs/0901.2203}, citeulike-linkout-1 = {http://arxiv.org/pdf/0901.2203}, day = {15}, eprint = {0901.2203}, month = {Jan}, posted-at = {2009-02-21 19:30:46}, priority = {2}, title = {Neural Networks as dynamical systems}, url = {http://arxiv.org/abs/0901.2203}, year = {2009} }

TY - JOUR ID - citeulike:4006235 L3 - citeulike-article-id:4006235 N2 - We consider neural networks from the point of view of dynamical systems theory. In this spirit we review recent results dealing with the following questions, adressed in the context of specific models. 1. Characterizing the collective dynamics; 2. Statistical analysis of spikes trains; 3. Interplay between dynamics and network structure; 4. Effects of synaptic plasticity. TI - Neural Networks as dynamical systems AU - Cessac, B PY - 2009/Jan/15/ UR - http://arxiv.org/abs/0901.2203 ER -