Unsupervised learning and self-organization in networks of spiking neurons
Self-Organizing neural networks
Computer simulation: a new scientific approach to the study of language evolution
Simulating the evolution of language
Understanding Neural Complexity: A Role For Reduction
Minds and Machines
A spiking neuron model: applications and learning
Neural Networks
Spiking neurons and the induction of finite state machines
Theoretical Computer Science - Natural computing
A simple model of long-term spike train regularization
Neural Computation
Towards computational neural systems through developmental evolution
Emergent neural computational architectures based on neuroscience
Simulation studies of the speed of recurrent processing
Emergent neural computational architectures based on neuroscience
A Model of Human Cortical Microcircuits for the Study of the Development of Epilepsy
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Stochastic Resonance and Finite Resolution in a Network of Leaky Integrate-and-Fire Neurons
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Strategies for the Optimization of Large Scale Networks of Integrate and Fire Neurons
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
Towards Computational Neural Systems through Developmental Evolution
Emergent Neural Computational Architectures Based on Neuroscience - Towards Neuroscience-Inspired Computing
Simulation Studies of the Speed of Recurrent Processing
Emergent Neural Computational Architectures Based on Neuroscience - Towards Neuroscience-Inspired Computing
Neural associative memory for brain modeling and information retrieval
Information Processing Letters - Special issue on applications of spiking neural networks
Neuro-electrophysiological Argument on Energy Coding
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Network-Related Challenges and Insights from Neuroscience
Bio-Inspired Computing and Communication
A combined observer and filter based approach for the determination of unknown parameters
International Journal of Systems Science
Estimating instantaneous irregularity of neuronal firing
Neural Computation
Modelling of calcium dynamics in brain energy metabolism and Alzheimer's disease
Computational Biology and Chemistry
Calcium Responses Model in Striatum Dependent on Timed Input Sources
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Expressive models for synaptic plasticity
CMSB'07 Proceedings of the 2007 international conference on Computational methods in systems biology
Self-sustained irregular activity in 2-D small-world networks of excitatory and inhibitory neurons
IEEE Transactions on Neural Networks
A characterization of the time-rescaled gamma process as a model for spike trains
Journal of Computational Neuroscience
A simple phenomenological neuronal model with inhibitory and excitatory synapses
NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing
Stochastic resonance enhancing detectability of weak signal by neuronal networks model for receiver
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Effect of noises on two-layer hodgkin-huxley neuronal network
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Sequence detector networks and associative learning of grammatical categories
Biomimetic Neural Learning for Intelligent Robots
A new mechanism on brain information processing—energy coding
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Journal of Computational Neuroscience
Frequency selectivity emerging from spike-timing-dependent plasticity
Neural Computation
Decoding network activity from LFPs: a computational approach
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
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From the Publisher:This book serves as a handbook of computational methods and techniques for modeling the functional properties of single and groups of nerve cells.