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James Knight
James Knight
Research Fellow, The University of Sussex
Verifierad e-postadress på sussex.ac.uk
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GPUs outperform current HPC and neuromorphic solutions in terms of speed and energy when simulating a highly-connected cortical model
JC Knight, T Nowotny
Frontiers in neuroscience, 941, 2018
692018
An efficient SpiNNaker implementation of the neural engineering framework
A Mundy, J Knight, TC Stewart, S Furber
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
582015
Larger GPU-accelerated brain simulations with procedural connectivity
JC Knight, T Nowotny
Nature Computational Science 1 (2), 136-142, 2021
352021
Neuromodulated synaptic plasticity on the SpiNNaker neuromorphic system
M Mikaitis, G Pineda García, JC Knight, SB Furber
Frontiers in neuroscience 12, 105, 2018
302018
Synapse-centric mapping of cortical models to the SpiNNaker neuromorphic architecture
JC Knight, SB Furber
Frontiers in neuroscience 10, 420, 2016
232016
Efficient SpiNNaker simulation of a heteroassociative memory using the Neural Engineering Framework
J Knight, AR Voelker, A Mundy, C Eliasmith, S Furber
2016 International Joint Conference on Neural Networks (IJCNN), 5210-5217, 2016
232016
Large-scale simulations of plastic neural networks on neuromorphic hardware
JC Knight, PJ Tully, BA Kaplan, A Lansner, SB Furber
Frontiers in neuroanatomy 10, 37, 2016
232016
PyGeNN: a Python library for GPU-enhanced neural networks
JC Knight, A Komissarov, T Nowotny
Frontiers in Neuroinformatics 15, 659005, 2021
182021
Event-based computation for touch localization based on precise spike timing
G Haessig, MB Milde, PV Aceituno, O Oubari, JC Knight, A Van Schaik, ...
Frontiers in neuroscience, 420, 2020
132020
Insect-inspired visual navigation on-board an autonomous robot: Real-world routes encoded in a single layer network
JC Knight, D Sakhapov, N Domcsek, ADM Dewar, P Graham, T Nowotny, ...
ALIFE 2019: The 2019 Conference on Artificial Life, 60-67, 2019
82019
Recent advances in evolutionary and bio-inspired adaptive robotics: Exploiting embodied dynamics
P Husbands, Y Shim, M Garvie, A Dewar, N Domcsek, P Graham, J Knight, ...
Applied Intelligence 51 (9), 6467-6496, 2021
62021
sPyNNaker 3.0. 0
AB Stokes, AGD Rowley, J Knight, DR Lester, A Rast, MW Hopkins
See https://github. com/SpiNNakerManchester/sPyNNaker/releases/tag/3.0. 0, 2016
52016
Plasticity in large-scale neuromorphic models of the neocortex
JC Knight
PQDT-UK & Ireland, 2017
32017
Efficient GPU training of LSNNs using eProp
JC Knight, T Nowotny
Neuro-Inspired Computational Elements Conference, 8-10, 2022
22022
Insect inspired view based navigation exploiting temporal information
E Kagioulis, A Philippides, P Graham, JC Knight, T Nowotny
Conference on Biomimetic and Biohybrid Systems, 204-216, 2020
22020
mlGeNN: accelerating SNN inference using GPU-enabled neural networks
JP Turner, JC Knight, A Subramanian, T Nowotny
Neuromorphic Computing and Engineering 2 (2), 024002, 2022
12022
Learning in neural networks
PA Bogdan, GP García, M Hopkins, E Jones, JC Knight, A Perrett
SpiNNaker: a spiking neural network architecture, 209-265, 2020
12020
Autonomous robot navigation using GPU enhanced neural networks
N Domcsek, J Knight, T Nowotny
Journal of Robotics and Autonomous Systems 1, 77-79, 2018
12018
CORtEX 2022 Invited Speaker 1: The GeNN ecosystem for GPU accelerated spiking neural network simulations
T Nowotny, J Knight
2022 IEEE International Parallel and Distributed Processing Symposium …, 2022
2022
Insect-Inspired Visual Navigation On-Board Autonomous Robots
A Philippides, J Knight, A Dewar, N Domcsek, E Kagioulis, S Meyer, ...
EasyChair, 2020
2020
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Artiklar 1–20