Real-Time Cortical Simulation on Neuromorphic Hardware

Autor: Rhodes, Oliver, Peres, Luca, Rowley, Andrew G. D., Gait, Andrew, Plana, Luis A., Brenninkmeijer, Christian, Furber, Steve B.

Real-time simulation of a large-scale biologically representative spiking neural network is presented, through the use of a heterogeneous parallelisation scheme and SpiNNaker neuromorphic hardware. A published cortical microcircuit model is used as a

Externí odkaz: http://arxiv.org/abs/1909.08665

Real-time cortical simulation on neuromorphic hardware

Autor: Rhodes, Oliver, Peres, Luca, Rowley, Andrew G. D., Gait, Andrew, Plana, Luis A., Brenninkmeijer, Christian, Furber, Steve B.

Publikováno v: Philosophical Transactions: Mathematical, Physical and Engineering Sciences, 2020 Feb 01. 378(2164), 1-21.

Externí odkaz: https://www.jstor.org/stable/26874495

sPyNNaker: A Software Package for Running PyNN Simulations on SpiNNaker

Autor: Rhodes, Oliver, Bogdan, Petruţ A., Brenninkmeijer, Christian, Davidson, Simon, Fellows, Donal, Gait, Andrew, Lester, David R., Mikaitis, Mantas, Plana, Luis A., Rowley, Andrew G. D., Stokes, Alan B., Furber, Steve B.

Publikováno v: Frontiers in Neuroscience
Frontiers in Neuroscience, Vol 12 (2018)

This work presents sPyNNaker 4.0.0, the latest version of the software package for simulating PyNN-defined spiking neural networks (SNNs) on the SpiNNaker neuromorphic platform. Operations underpinning realtime SNN execution are presented, including

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid_dedup__::b152ee0a482a4234b78c55e714c38274

Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model

Autor: van Albada, Sacha, Rowley, Andrew G., Senk, Johanna, Hopkins, Michael, Schmidt, Maximilian, Stokes, Alan B., Lester, David R., Diesmann, Markus, Furber, Steve B.

Publikováno v: Frontiers in Neuroscience
Frontiers in neuroscience 12, 291 (2018). doi:10.3389/fnins.2018.00291
Van Albada, S J, Rowley, A G, Senk, J, Hopkins, M, Schmidt, M, Stokes, A B, Lester, D R, Diesmann, M & Furber, S B 2018, ' Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model ', Frontiers in Neuroscience, vol. 12, no. MAY, 291 . https://doi.org/10.3389/fnins.2018.00291

Frontiers in neuroscience 12, 291 (2018). doi:10.3389/fnins.2018.00291
Published by Frontiers Research Foundation, Lausanne

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::991df696b461cf2092d66ce494f309c5
https://pubmed.ncbi.nlm.nih.gov/29875620

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