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ORCIDJames C. Knight
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2020 – today
- 2024
[j7]T. Fernandez-Hart
, James C. Knight, Tatiana Kalganova:
Posit and floating-point based Izhikevich neuron: A Comparison of arithmetic. Neurocomputing 597: 127903 (2024)- [j6]Rachael Stentiford, James C. Knight, Thomas Nowotny, Andrew Philippides, Paul Graham:
Estimating orientation in natural scenes: A spiking neural network model of the insect central complex. PLoS Comput. Biol. 20(8): 1011913 (2024) - [c12]T. Fernandez-Hart, Tatiana Kalganova, James C. Knight:
Exploring 8-Bit Arithmetic for Training Spiking Neural Networks. COINS 2024: 1-6 - [c11]Efstathios Kagioulis, James C. Knight, Andrew Philippides, Anindya Ghosh, Amany Amin, Paul Graham, Thomas Nowotny:
Efficient Visual Navigation with Bio-inspired Route Learning Algorithms. SAB 2024: 3-14 - [c10]Thomas Misiek, Andrew Philippides, James C. Knight:
Insect-Based Navigation Model Allows Efficient Long-Range Visual Homing in a 3D Simulated Environment. SAB 2024: 15-26 - [i3]Balázs Mészáros, James C. Knight, Thomas Nowotny:
Spatio-temporal Structure of Excitation and Inhibition Emerges in Spiking Neural Networks with and without Biologically Plausible Constraints. CoRR abs/2407.18917 (2024) - 2023
- [j5]James B. Aimone, Omar Awile, Markus Diesmann, James C. Knight, Thomas Nowotny, Felix Schürmann:
Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute. Frontiers Neuroinformatics 17 (2023) - [c9]Anindya Ghosh, Thomas Nowotny, James C. Knight:
Insect-inspired Spatio-temporal Downsampling of Event-based Input. ICONS 2023: 32:1-32:5 - [c8]James C. Knight, Thomas Nowotny:
Easy and efficient spike-based Machine Learning with mlGeNN. NICE 2023: 115-120 - [c7]Dexter R. Shepherd, James C. Knight:
Low-Resolution Sensing for Sim-to-Real Complex Terrain Robots. TAROS 2023: 190-201 - [i2]Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Michael Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi:
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR abs/2304.04640 (2023) - 2022
- [j4]James Paul Turner, James C. Knight, Ajay Subramanian, Thomas Nowotny:
mlGeNN: accelerating SNN inference using GPU-enabled neural networks. Neuromorph. Comput. Eng. 2(2): 24002 (2022) - [c6]Thomas Nowotny, James C. Knight:
CORtEX 2022 Invited Speaker 1: The GeNN ecosystem for GPU accelerated spiking neural network simulations. IPDPS Workshops 2022: 1237 - [c5]James C. Knight, Thomas Nowotny:
Efficient GPU training of LSNNs using eProp. NICE 2022: 8-10 - [i1]Thomas Nowotny, James Paul Turner, James C. Knight:
Loss shaping enhances exact gradient learning with EventProp in Spiking Neural Networks. CoRR abs/2212.01232 (2022) - 2021
- [j3]Phil Husbands, YoonSik Shim, Michael Garvie, Alex Dewar, Norbert Domcsek, Paul Graham, James C. Knight, Thomas Nowotny, Andrew Philippides:
Recent advances in evolutionary and bio-inspired adaptive robotics: Exploiting embodied dynamics. Appl. Intell. 51(9): 6467-6496 (2021) - [j2]James C. Knight, Anton Komissarov, Thomas Nowotny:
PyGeNN: A Python Library for GPU-Enhanced Neural Networks. Frontiers Neuroinformatics 15: 659005 (2021) - [j1]James C. Knight, Thomas Nowotny:
Larger GPU-accelerated brain simulations with procedural connectivity. Nat. Comput. Sci. 1(2): 136-142 (2021) - 2020
- [c4]Efstathios Kagioulis, Andrew Philippides, Paul Graham, James C. Knight, Thomas Nowotny:
Insect Inspired View Based Navigation Exploiting Temporal Information. Living Machines 2020: 204-216
2010 – 2019
- 2019
- [c3]James C. Knight, Daniil Sakhapov, Norbert Domcsek, Alex D. M. Dewar, Paul Graham, Thomas Nowotny, Andrew Philippides:
Insect-Inspired Visual Navigation On-Board an Autonomous Robot: Real-World Routes Encoded in a Single Layer Network. ALIFE 2019: 60-67 - 2017
- [b1]James C. Knight:
Plasticity in large-scale neuromorphic models of the neocortex. University of Manchester, UK, 2017 - 2016
- [c2]James C. Knight, Aaron R. Voelker, Andrew Mundy, Chris Eliasmith, Steve B. Furber:
Efficient SpiNNaker simulation of a heteroassociative memory using the Neural Engineering Framework. IJCNN 2016: 5210-5217 - 2015
- [c1]Andrew Mundy, James C. Knight, Terrence C. Stewart, Stephen B. Furber:
An efficient SpiNNaker implementation of the Neural Engineering Framework. IJCNN 2015: 1-8
Coauthor Index
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