Neural networks with dynamic synapses

Fast calculation of short-term depressing synaptic conductances

Neural Computation

Redistribution of synaptic efficacy supports stable pattern learning in neural networks

Neural Computation

Modeling short-term synaptic depression in Silicon

Neural Computation

Associative memory with dynamic synapses

Neural Computation

Elementary principles of nonlinear synaptic transmission

Computational models for neuroscience

A model synapse that incorporates the properties of short-and long-term synaptic plasticity

Neural Networks

Effects of Fast Presynaptic Noise in Attractor Neural Networks

Neural Computation

Modeling of Synchronized Bursting Events: The Importance of Inhomogeneity

Neural Computation

Neural Systems as Nonlinear Filters

Neural Computation

Synthesis of Generalized Algorithms for the Fast Computation of Synaptic Conductances with Markov Kinetic Models in Large Network Simulations

Neural Computation

A neural network implementation of a saliency map model

Neural Networks

Chaotic hopping between attractors in neural networks

Neural Networks

Attractor neural networks with activity-dependent synapses: The role of synaptic facilitation

Neurocomputing

Input-Driven Oscillations in Networks with Excitatory and Inhibitory Neurons with Dynamic Synapses

Neural Computation

Analog VLSI circuits for short-term dynamic synapses

EURASIP Journal on Applied Signal Processing

Competition Between Synaptic Depression and Facilitation in Attractor Neural Networks

Neural Computation

Distortion of Neural Signals by Spike Coding

Neural Computation

Dynamics of a continuous-valued discrete-time Hopfield neural network with synaptic depression

Neurocomputing

2008 Special Issue: Incorporating synaptic time-dependent plasticity and dynamic synapse into a computational model of wind-up

Neural Networks

Creating hierarchical categories using cell assemblies

Connection Science

Adaptive integration in the visual cortex by depressing recurrent cortical circuits

Neural Computation

Adaptive classification of temporal signals in fixed-weight recurrent neural networks: An existence proof

Neural Computation

Implementing Fuzzy Reasoning on a Spiking Neural Network

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II

2008 Special Issue: The state of MIIND

Neural Networks

Instabilities in attractor networks with fast synaptic fluctuations and partial updating of the neurons activity

Neural Networks

Maximum memory capacity on neural networks with short-term synaptic depression and facilitation

Neural Computation

Learning temporal clusters with synaptic facilitation and lateral inhibition

Neurocomputing

Evolutionary multi-objective optimization of spiking neural networks

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

SWAT: a spiking neural network training algorithm for classification problems

IEEE Transactions on Neural Networks

Receptive field optimisation and supervision of a fuzzy spiking neural network

Neural Networks

Vectorized algorithms for spiking neural network simulation

Neural Computation

Pattern recognition using a recurrent neural network inspired on the olfactory bulb

IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II

Short-term potentiation effect on pattern recall in sparsely coded neural network

Neurocomputing

Modeling of short-term synaptic plasticity using dynamic synapses

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Instability of attractors in auto-associative networks with bio-inspired fast synaptic noise

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Co-evolutionary learning in liquid architectures

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Dynamical synapses enhance neural information processing: Gracefulness, accuracy, and mobility

Neural Computation

Neural field model of binocular rivalry waves

Journal of Computational Neuroscience

Dynamics of feature categorization

Neural Computation

A spiking neural model for stable reinforcement of synapses based on multiple distal rewards

Neural Computation

A model of the differential representation of signal novelty in the local field potentials and spiking activity of the ventrolateral prefrontal cortex

Neural Computation

Pavlov's dog associative learning demonstrated on synaptic-like organic transistors

Neural Computation

Information coding in a laminar computational model of cat primary visual cortex

Journal of Computational Neuroscience

2013 Special Issue: Dynamic evolving spiking neural networks for on-line spatio- and spectro-temporal pattern recognition

Neural Networks