Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor

25 July 2023

Papers citing "Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor"

7 / 7 papers shown

Title
WARP-LCA: Efficient Convolutional Sparse Coding with Locally Competitive Algorithm Geoffrey Kasenbacher Felix Ehret Gerrit Ecke Sebastian Otte 174 1 0 24 Oct 2024
Dictionary Learning with Accumulator Neurons Gavin Parpart C. Gonzalez T. Stewart Edward J. Kim Jocelyn Rego Andrew O'Brien Steven C. Nesbit Garrett Kenyon Y. Watkins 33 2 0 30 May 2022
Efficient Neuromorphic Signal Processing with Loihi 2 Garrick Orchard E. P. Frady D. B. Rubin Sophia Sanborn S. Shrestha Friedrich T. Sommer Mike Davies 74 172 0 05 Nov 2021
A Spike in Performance: Training Hybrid-Spiking Neural Networks with Quantized Activation Functions Aaron R. Voelker Daniel Rasmussen C. Eliasmith 52 17 0 10 Feb 2020
Image Compression: Sparse Coding vs. Bottleneck Autoencoders Y. Watkins M. Sayeh O. Iaroshenko Garrett Kenyon 20 16 0 26 Oct 2017
Phase Transitions in Image Denoising via Sparsely Coding Convolutional Neural Networks Jacob Carroll Nils Carlson Garrett Kenyon 31 10 0 26 Oct 2017
Replicating Kernels with a Short Stride Allows Sparse Reconstructions with Fewer Independent Kernels Peter F. Schultz Dylan M. Paiton Wei Lu Garrett Kenyon 31 27 0 17 Jun 2014