Dynamic stochastic synapses as computational units

Enhancement of information transmission efficiency by synaptic failures

Neural Computation

2006 Special Issue: Selective attention through phase relationship of excitatory and inhibitory input synchrony in a model cortical neuron

Neural Networks

Short-term synaptic plasticity can enhance weak signal detectability in nonrenewal spike trains

Neural Computation

Brain Organization and Computation

IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks

Herding dynamical weights to learn

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

Neural networks letter: To spike or not to spike: A probabilistic spiking neuron model

Neural Networks

Synchrony State Generation in Artificial Neural Networks with Stochastic Synapses

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I

Herding dynamic weights for partially observed random field models

UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence

Towards spatio-temporal pattern recognition using evolving spiking neural networks

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I

Neuroscience inspired architecture for neural computing

Proceedings of the 13th International Conference on Humans and Computers

Evolving spiking networks with variable memristors

Proceedings of the 13th annual conference on Genetic and evolutionary computation

Evolving spiking networks with variable memristors

ACM SIGEVOlution

A reinforcement learning framework for spiking networks with dynamic synapses

Computational Intelligence and Neuroscience

Synaptic redistribution and variability of signal release probability of Hebbian neurons at low-firing frequencies in a dynamic stochastic neural network

Artificial Life and Robotics

Spike-timing-dependent plasticity and short-term plasticity jointly control the excitation of hebbian plasticity without weight constraints in neural networks

Computational Intelligence and Neuroscience

Evolving spiking networks with variable resistive memories

Evolutionary Computation