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Efficient GPU training of LSNNs using eProp.

, и . NICE, стр. 8-10. ACM, (2022)

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James C Cornette

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Insect-Inspired Visual Navigation On-Board an Autonomous Robot: Real-World Routes Encoded in a Single Layer Network., , , , , , и . ALIFE, стр. 60-67. MIT Press, (2019)CORtEX 2022 Invited Speaker 1: The GeNN ecosystem for GPU accelerated spiking neural network simulations., и . IPDPS Workshops, стр. 1237. IEEE, (2022)Loss shaping enhances exact gradient learning with EventProp in Spiking Neural Networks., , и . CoRR, (2022)Efficient GPU training of LSNNs using eProp., и . NICE, стр. 8-10. ACM, (2022)Easy and efficient spike-based Machine Learning with mlGeNN., и . NICE, стр. 115-120. ACM, (2023)Low-Resolution Sensing for Sim-to-Real Complex Terrain Robots., и . TAROS, том 14136 из Lecture Notes in Computer Science, стр. 190-201. Springer, (2023)Insect-inspired Spatio-temporal Downsampling of Event-based Input., , и . ICONS, стр. 32:1-32:5. ACM, (2023)Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute., , , , , и . Frontiers Neuroinformatics, (марта 2023)mlGeNN: accelerating SNN inference using GPU-enabled neural networks., , , и . Neuromorph. Comput. Eng., 2 (2): 24002 (2022)Recent advances in evolutionary and bio-inspired adaptive robotics: Exploiting embodied dynamics., , , , , , , , и . Appl. Intell., 51 (9): 6467-6496 (2021)