Improving multi-layer spiking neural networks by incorporating brain-inspired rules

Training Excitatory-Inhibitory Recurrent Neural Networks for Cognitive Tasks: A Simple and Flexible Framework

(2016) H. Francis Song et al.   PLoS Computational Biology

Spiking Neural P Systems with Neuron Division and Dissolution

(2016) Yuzhen Zhao et al.   PLoS One

A GPU-accelerated cortical neural network model for visually guided robot navigation

(2015) Michael Beyeler et al.   NEURAL NETWORKS

An embodied biologically constrained model of foraging: from classical and operant conditioning to adaptive real-world behavior in DAC-X

(2015) Giovanni Maffei et al.   NEURAL NETWORKS

Diverse synaptic plasticity mechanisms orchestrated to form and retrieve memories in spiking neural networks

(2015) Friedemann Zenke et al.   Nature Communications

Special issue on animal and insect behaviour understanding in image sequences

(2015) Concetto Spampinato et al.   EURASIP Journal on Image and Video Processing

Computational modeling of neural plasticity for self-organization of neural networks

(2014) Joseph Chrol-Cannon et al.   BIOSYSTEMS

Categorization and decision-making in a neurobiologically plausible spiking network using a STDP-like learning rule

(2013) Michael Beyeler et al.   NEURAL NETWORKS

A Large-Scale Model of the Functioning Brain

(2012) C. Eliasmith et al.   SCIENCE

The ventral visual pathway: an expanded neural framework for the processing of object quality

(2012) Dwight J. Kravitz et al.   TRENDS IN COGNITIVE SCIENCES

Triphasic spike-timing-dependent plasticity organizes networks to produce robust sequences of neural activity

(2012) Amelia Waddington et al.   Frontiers in Computational Neuroscience

SWAT: A Spiking Neural Network Training Algorithm for Classification Problems

(2010) J J Wade et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Connectivity reflects coding: a model of voltage-based STDP with homeostasis

(2010) Claudia Clopath et al.   NATURE NEUROSCIENCE

SPIKING NEURAL NETWORKS

(2009) SAMANWOY GHOSH-DASTIDAR et al.   International Journal of Neural Systems