Limits to high-speed simulations of spiking neural networks using general-purpose computers

Neuroscience thinks big (and collaboratively)

(2013) Eric R. Kandel et al.   NATURE REVIEWS NEUROSCIENCE

Synaptic Plasticity in Neural Networks Needs Homeostasis with a Fast Rate Detector

(2013) Friedemann Zenke et al.   PLoS Computational Biology

A novel CPU/GPU simulation environment for large-scale biologically realistic neural modeling

(2013) Roger V. Hoang et al.   Frontiers in Neuroinformatics

Computer modelling: Brain in a box

(2012) M. Mitchell Waldrop   NATURE

Observatories of the mind

(2012) Christof Koch et al.   NATURE

A Large-Scale Model of the Functioning Brain

(2012) C. Eliasmith et al.   SCIENCE

Accuracy evaluation of numerical methods used in state-of-the-art simulators for spiking neural networks

(2011) Stephan Henker et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Simulation of signal flow in 3D reconstructions of an anatomically realistic neural network in rat vibrissal cortex

(2011) Stefan Lang et al.   NEURAL NETWORKS

Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks

(2011) T. P. Vogels et al.   SCIENCE

An Efficient Simulation Environment for Modeling Large-Scale Cortical Processing

(2011) Micah Richert et al.   Frontiers in Neuroinformatics

Towards Reproducible Descriptions of Neuronal Network Models

(2009) Eilen Nordlie et al.   PLoS Computational Biology

PyNN: a common interface for neuronal network simulators

(2009) Andrew P Davison   Frontiers in Neuroinformatics

Phenomenological models of synaptic plasticity based on spike timing

(2008) Abigail Morrison et al.   BIOLOGICAL CYBERNETICS

Large-scale model of mammalian thalamocortical systems

(2008) E. M. Izhikevich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Brian: a simulator for spiking neural networks in Python

(2008) Dan Goodman   Frontiers in Neuroinformatics