Comparison of Artificial and Spiking Neural Networks on Digital Hardware

por Davidson, Simon, Furber, Steve B.
Publicado 2021

Synapse-Centric Mapping of Cortical Models to the SpiNNaker Neuromorphic Architecture

por Knight, James C., Furber, Steve B.
Publicado 2016

Using Stochastic Spiking Neural Networks on SpiNNaker to Solve Constraint Satisfaction Problems

por Fonseca Guerra, Gabriel A., Furber, Steve B.
Publicado 2017

Error driven synapse augmented neurogenesis

por Perrett, Adam, Furber, Steve B., Rhodes, Oliver
Publicado 2022

Neuromodulated Synaptic Plasticity on the SpiNNaker Neuromorphic System

por Mikaitis, Mantas, Pineda García, Garibaldi, Knight, James C., Furber, Steve B.
Publicado 2018

Spiking neural networks for computer vision

por Hopkins, Michael, Pineda-García, Garibaldi, Bogdan, Petruţ A., Furber, Steve B.
Publicado 2018

Structural Plasticity on the SpiNNaker Many-Core Neuromorphic System

por Bogdan, Petruț A., Rowley, Andrew G. D., Rhodes, Oliver, Furber, Steve B.
Publicado 2018

Benchmarking Spike-Based Visual Recognition: A Dataset and Evaluation

por Liu, Qian, Pineda-García, Garibaldi, Stromatias, Evangelos, Serrano-Gotarredona, Teresa, Furber, Steve B.
Publicado 2016

Robustness of spiking Deep Belief Networks to noise and reduced bit precision of neuro-inspired hardware platforms

por Stromatias, Evangelos, Neil, Daniel, Pfeiffer, Michael, Galluppi, Francesco, Furber, Steve B., Liu, Shih-Chii
Publicado 2015

Large-Scale Simulations of Plastic Neural Networks on Neuromorphic Hardware

por Knight, James C., Tully, Philip J., Kaplan, Bernhard A., Lansner, Anders, Furber, Steve B.
Publicado 2016

A framework for plasticity implementation on the SpiNNaker neural architecture

por Galluppi, Francesco, Lagorce, Xavier, Stromatias, Evangelos, Pfeiffer, Michael, Plana, Luis A., Furber, Steve B., Benosman, Ryad B.
Publicado 2015

Breaking the millisecond barrier on SpiNNaker: implementing asynchronous event-based plastic models with microsecond resolution

por Lagorce, Xavier, Stromatias, Evangelos, Galluppi, Francesco, Plana, Luis A., Liu, Shih-Chii, Furber, Steve B., Benosman, Ryad B.
Publicado 2015

Real-time cortical simulation on neuromorphic hardware

por Rhodes, Oliver, Peres, Luca, Rowley, Andrew G. D., Gait, Andrew, Plana, Luis A., Brenninkmeijer, Christian, Furber, Steve B.
Publicado 2020

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

por van Albada, Sacha J., Rowley, Andrew G., Senk, Johanna, Hopkins, Michael, Schmidt, Maximilian, Stokes, Alan B., Lester, David R., Diesmann, Markus, Furber, Steve B.
Publicado 2018

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

por Liu, Chen, Bellec, Guillaume, Vogginger, Bernhard, Kappel, David, Partzsch, Johannes, Neumärker, Felix, Höppner, Sebastian, Maass, Wolfgang, Furber, Steve B., Legenstein, Robert, Mayr, Christian G.
Publicado 2018

SpiNNTools: The Execution Engine for the SpiNNaker Platform

por Rowley, Andrew G. D., Brenninkmeijer, Christian, Davidson, Simon, Fellows, Donal, Gait, Andrew, Lester, David R., Plana, Luis A., Rhodes, Oliver, Stokes, Alan B., Furber, Steve B.
Publicado 2019

sPyNNaker: A Software Package for Running PyNN Simulations on SpiNNaker

por 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.
Publicado 2018