Learning to Generate Sequences with Combination of Hebbian and Non-hebbian Plasticity in Recurrent Spiking Neural Networks

ASP: Learning to Forget With Adaptive Synaptic Plasticity in Spiking Neural Networks

(2018) Priyadarshini Panda et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Bio-inspired unsupervised learning of visual features leads to robust invariant object recognition

(2016) Saeed Reza Kheradpisheh et al.   NEUROCOMPUTING

Convolutional networks for fast, energy-efficient neuromorphic computing

(2016) Steven K. Esser et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Unsupervised learning of digit recognition using spike-timing-dependent plasticity

(2015) Peter U. Diehl et al.   Frontiers in Computational Neuroscience

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

(2015) Friedemann Zenke et al.   Nature Communications

Heterosynaptic Plasticity

(2014) Marina Chistiakova et al.   NEUROSCIENTIST

Unsupervised discrimination of patterns in spiking neural networks with excitatory and inhibitory synaptic plasticity

(2014) Narayan Srinivasa et al.   Frontiers in Computational Neuroscience

Immunity to Device Variations in a Spiking Neural Network With Memristive Nanodevices

(2013) Damien Querlioz et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Emergence of Dynamic Memory Traces in Cortical Microcircuit Models through STDP

(2013) S. Klampfl et al.   JOURNAL OF NEUROSCIENCE

Heterosynaptic Plasticity Prevents Runaway Synaptic Dynamics

(2013) J.-Y. Chen et al.   JOURNAL OF NEUROSCIENCE

Robust timing and motor patterns by taming chaos in recurrent neural networks

(2013) Rodrigo Laje et al.   NATURE NEUROSCIENCE

Stimulus-dependent suppression of chaos in recurrent neural networks

(2010) Kanaka Rajan et al.   PHYSICAL REVIEW E

Generating Coherent Patterns of Activity from Chaotic Neural Networks

(2009) David Sussillo et al.   NEURON

SORN: a Self-organizing Recurrent Neural Network

(2009) Andreea Lazar   Frontiers in Computational Neuroscience

Brian: a simulator for spiking neural networks in Python

(2008) Dan Goodman   Frontiers in Neuroinformatics