James C. Knight

41 papers B 2C 1Journal 23Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Complete Pipeline for deploying SNNs with Synaptic Delays on Loihi 2. ICONS Balazs Meszaros, James C. Knight, Jonathan Timcheck, Thomas Nowotny
2025	J	`jnl`	A Complete Pipeline for deploying SNNs with Synaptic Delays on Loihi 2. CoRR Balázs Mészáros, James C. Knight, Jonathan Timcheck, Thomas Nowotny
2025	J	`jnl`	A flexible framework for structural plasticity in GPU-accelerated sparse spiking neural networks. CoRR James C. Knight, Johanna Senk, Thomas Nowotny
2025	J	`jnl`	Bio-inspired event-based looming object detection for automotive collision avoidance. Neuromorph. Comput. Eng. Fabian Schubert, James C. Knight, Andrew Philippides, Thomas Nowotny
2025	J	`jnl`	Constructive community race: full-density spiking neural network model drives neuromorphic computing. CoRR Johanna Senk, Anno Christopher Kurth, Steve B. Furber, Tobias Gemmeke, Bruno Golosio, Arne Heittmann, James C. Knight, Eric Müller, Tobias Noll, Thomas Nowotny, Gorka Peraza Coppola, Luca Peres, Oliver Rhodes, Andrew Rowley, Johannes Schemmel, Tim Stadtmann, Tom Tetzlaff, Gianmarco Tiddia, Sacha J. van Albada, Jose Villamar, Markus Diesmann
2025	J	`jnl`	Efficient Event-based Delay Learning in Spiking Neural Networks. CoRR Balázs Mészáros, James C. Knight, Thomas Nowotny
2025	—	`conf`	Eventprop training for efficient neuromorphic applications. NICE Thomas Shoesmith, James C. Knight, Balazs Meszaros, Jonathan Timcheck, Thomas Nowotny
2025	J	`jnl`	Eventprop training for efficient neuromorphic applications. CoRR Thomas Shoesmith, James C. Knight, Balázs Mészáros, Jonathan Timcheck, Thomas Nowotny
2025	J	`jnl`	FeNN-DMA: A RISC-V SoC for SNN acceleration. CoRR Zainab Aizaz, James C. Knight, Thomas Nowotny
2025	—	`conf`	FeNN: A RISC-V vector processor for Spiking Neural Network acceleration. NICE Zainab Aizaz, James C. Knight, Thomas Nowotny
2025	J	`jnl`	FeNN: A RISC-V vector processor for Spiking Neural Network acceleration. CoRR Zainab Aizaz, James C. Knight, Thomas Nowotny
2025	J	`jnl`	Lateralised memory networks may explain the use of higher-order visual features in navigating insects. PLoS Comput. Biol. Giulio Filippi, James C. Knight, Andrew Philippides, Paul Graham
2025	J	`jnl`	Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks. Neuromorph. Comput. Eng. Thomas Nowotny, James Paul Turner, James C. Knight
2025	J	`jnl`	Space as Time Through Neuron Position Learning. CoRR Balázs Mészáros, James C. Knight, Danyal Akarca, Thomas Nowotny
2025	—	`conf`	The Impact of Realistic Eye Anatomy on Insect Visual Navigation Models. Living Machines Thomas Misiek, Andrew Philippides, Paul Graham, James C. Knight
2025	J	`jnl`	Understanding the mechanism of facilitation in hoverfly TSDNs. PLoS Comput. Biol. Anindya Ghosh, Sarah Nicholas, Karin Nordström, Thomas Nowotny, James C. Knight
2024	—	`conf`	Efficient Visual Navigation with Bio-inspired Route Learning Algorithms. SAB Efstathios Kagioulis, James C. Knight, Andrew Philippides, Anindya Ghosh, Amany Amin, Paul Graham, Thomas Nowotny
2024	J	`jnl`	Estimating orientation in natural scenes: A spiking neural network model of the insect central complex. PLoS Comput. Biol. Rachael Stentiford, James C. Knight, Thomas Nowotny, Andrew Philippides, Paul Graham
2024	—	`conf`	EvDownsampling: A Robust Method for Downsampling Event Camera Data. ECCV Workshops (24) Anindya Ghosh, Thomas Nowotny, James C. Knight
2024	—	`conf`	Exploring 8-Bit Arithmetic for Training Spiking Neural Networks. COINS T. Fernandez-Hart, Tatiana Kalganova, James C. Knight
2024	—	`conf`	Insect-Based Navigation Model Allows Efficient Long-Range Visual Homing in a 3D Simulated Environment. SAB Thomas Misiek, Andrew Philippides, James C. Knight
2024	J	`jnl`	Learning delays through gradients and structure: emergence of spatiotemporal patterns in spiking neural networks. Frontiers Comput. Neurosci. Balázs Mészáros, James C. Knight, Thomas Nowotny
2024	J	`jnl`	Posit and floating-point based Izhikevich neuron: A Comparison of arithmetic. Neurocomputing T. Fernandez-Hart, James C. Knight, Tatiana Kalganova
2024	J	`jnl`	Spatio-temporal Structure of Excitation and Inhibition Emerges in Spiking Neural Networks with and without Biologically Plausible Constraints. CoRR Balázs Mészáros, James C. Knight, Thomas Nowotny
2023	—	`conf`	Easy and efficient spike-based Machine Learning with mlGeNN. NICE James C. Knight, Thomas Nowotny
2023	J	`jnl`	Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute. Frontiers Neuroinformatics James B. Aimone, Omar Awile, Markus Diesmann, James C. Knight, Thomas Nowotny, Felix Schürmann
2023	—	`conf`	Insect-inspired Spatio-temporal Downsampling of Event-based Input. ICONS Anindya Ghosh, Thomas Nowotny, James C. Knight
2023	—	`conf`	Low-Resolution Sensing for Sim-to-Real Complex Terrain Robots. TAROS Dexter R. Shepherd, James C. Knight
2023	J	`jnl`	NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR 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, P. 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
2022	—	`conf`	CORtEX 2022 Invited Speaker 1: The GeNN ecosystem for GPU accelerated spiking neural network simulations. IPDPS Workshops Thomas Nowotny, James C. Knight
2022	—	`conf`	Efficient GPU training of LSNNs using eProp. NICE James C. Knight, Thomas Nowotny
2022	J	`jnl`	Loss shaping enhances exact gradient learning with EventProp in Spiking Neural Networks. CoRR Thomas Nowotny, James Paul Turner, James C. Knight
2022	J	`jnl`	mlGeNN: accelerating SNN inference using GPU-enabled neural networks. Neuromorph. Comput. Eng. James Paul Turner, James C. Knight, Ajay Subramanian, Thomas Nowotny
2021	J	`jnl`	Larger GPU-accelerated brain simulations with procedural connectivity. Nat. Comput. Sci. James C. Knight, Thomas Nowotny
2021	J	`jnl`	PyGeNN: A Python Library for GPU-Enhanced Neural Networks. Frontiers Neuroinformatics James C. Knight, Anton Komissarov, Thomas Nowotny
2021	J	`jnl`	Recent advances in evolutionary and bio-inspired adaptive robotics: Exploiting embodied dynamics. Appl. Intell. Phil Husbands, YoonSik Shim, Michael Garvie, Alex Dewar, Norbert Domcsek, Paul Graham, James C. Knight, Thomas Nowotny, Andrew Philippides
2020	—	`conf`	Insect Inspired View Based Navigation Exploiting Temporal Information. Living Machines Efstathios Kagioulis, Andrew Philippides, Paul Graham, James C. Knight, Thomas Nowotny
2019	C	`conf`	Insect-Inspired Visual Navigation On-Board an Autonomous Robot: Real-World Routes Encoded in a Single Layer Network. ALIFE James C. Knight, Daniil Sakhapov, Norbert Domcsek, Alex D. M. Dewar, Paul Graham, Thomas Nowotny, Andrew Philippides
2017	—	`—`	Plasticity in large-scale neuromorphic models of the neocortex. James C. Knight
2016	B	`conf`	Efficient SpiNNaker simulation of a heteroassociative memory using the Neural Engineering Framework. IJCNN James C. Knight, Aaron R. Voelker, Andrew Mundy, Chris Eliasmith, Steve B. Furber
2015	B	`conf`	An efficient SpiNNaker implementation of the Neural Engineering Framework. IJCNN Andrew Mundy, James C. Knight, Terrence C. Stewart, Stephen B. Furber