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James C. Knight

Observed names: J C Knight, J Knight, James C Knight, James Knight, Knight, J, Knight, James, Knight, James C, Knight, James C.
ORCID: 0000-0003-0577-0074
Observed ORCID: 0000-0003-0577-0074
OpenAlex ID: A5063674289
The neurobench framework for benchmarking neuromorphic computing algorithms and systems
2025 · Jason Yik, Korneel Van den Berghe, et al. · Nature Communications · 167
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GPUs Outperform Current HPC and Neuromorphic Solutions in Terms of Speed and Energy When Simulating a Highly-Connected Cortical Model
2018 · James C. Knight, Thomas Nowotny · Frontiers in Neuroscience · 89
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Larger GPU-accelerated brain simulations with procedural connectivity
2021 · James C. Knight, Thomas Nowotny · Nature Computational Science · 71
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PyGeNN: A Python Library for GPU-Enhanced Neural Networks
2021 · James C. Knight, Anton Komissarov, et al. · Frontiers in Neuroinformatics · 54
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Recent advances in evolutionary and bio-inspired adaptive robotics: Exploiting embodied dynamics
2021 · Phil Husbands, Yoonsik Shim, et al. · Applied Intelligence · 45
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An efficient SpiNNaker implementation of the Neural Engineering Framework
2015 · Andrew Mundy, James Knight, et al. · International Joint Conference on Neural Networks (IJCNN) · 44
Neuromodulated Synaptic Plasticity on the SpiNNaker Neuromorphic System
2018 · Mantas Mikaitis, Garibaldi Pineda García, et al. · Frontiers in Neuroscience · 40
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Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks
2025 · Thomas Nowotny, James P Turner, et al. · Neuromorphic Computing and Engineering · 33
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Insect-Inspired Visual Navigation On-Board an Autonomous Robot: Real-World Routes Encoded in a Single Layer Network
2019 · James C. Knight, Daniil Sakhapov, et al. · Conference on Artificial Life (ALIFE) · 27
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Synapse-Centric Mapping of Cortical Models to the SpiNNaker Neuromorphic Architecture
2016 · James C. Knight, Steve B. Furber · Frontiers in Neuroscience · 26
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Large-Scale Simulations of Plastic Neural Networks on Neuromorphic Hardware
2016 · James C. Knight, Philip J. Tully, et al. · Frontiers in Neuroanatomy · 25
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Event-Based Computation for Touch Localization Based on Precise Spike Timing
2020 · Germain Haessig, Moritz B. Milde, et al. · Frontiers in Neuroscience · 23
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Investigating visual navigation using spiking neural network models of the insect mushroom bodies
2024 · Oluwaseyi Oladipupo Jesusanmi, Amany Azevedo Amin, et al. · Frontiers in Physiology · 20
Efficient event-based delay learning in spiking neural networks
2025 · Balázs Mészáros, James C. Knight, et al. · Nature Communications · 19
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Efficient SpiNNaker simulation of a heteroassociative memory using the Neural Engineering Framework
2016 · James Knight, Aaron R. Voelker, et al. · International Joint Conference on Neural Networks (IJCNN) · 15
Posit and floating-point based Izhikevich neuron: A Comparison of arithmetic
2024 · T. Fernandez-Hart, James C. Knight, et al. · Neurocomputing · 12
mlGeNN: accelerating SNN inference using GPU-enabled neural networks
2022 · James Paul Turner, James C Knight, et al. · Neuromorphic Computing and Engineering · 12
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Constructive community race: full-density spiking neural network model drives neuromorphic computing
2026 · Johanna Senk, Anno C Kurth, et al. · Neuromorphic Computing and Engineering · 11
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Efficient GPU training of LSNNs using eProp
2022 · James C Knight, Thomas Nowotny · Neuro Inspired Computational Elements Conference (NICE) · 11
Insect Inspired View Based Navigation Exploiting Temporal Information
2020 · Efstathios Kagioulis, Andrew Philippides, et al. · Lecture notes in computer science · 11
Easy and efficient spike-based Machine Learning with mlGeNN
2023 · James C Knight, Thomas Nowotny · Neuro Inspired Computational Elements Conference (NICE) · 10
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Descending neurons of the hoverfly respond to pursuits of artificial targets
2023 · Yuri Ogawa, Sarah Nicholas, et al. · Current Biology · 8
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A Complete Pipeline for deploying SNNs with Synaptic Delays on Loihi 2
2025 · Balazs Meszaros, James C. Knight, et al. · International Conference on Neuromorphic Systems (ICONS) · 7
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FeNN: A RISC-V vector processor for Spiking Neural Network acceleration
2025 · Zainab Aizaz, James C. Knight, et al. · Neuro Inspired Computational Elements Conference (NICE) · 7
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Learning delays through gradients and structure: emergence of spatiotemporal patterns in spiking neural networks
2024 · Balázs Mészáros, James C. Knight, et al. · Frontiers in Computational Neuroscience · 7
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Works count: 85
Citation count: 863
H-index: 15
I10-index: 21
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