A Quarter of a Century of Neuromorphic Architectures on FPGAs -- an Overview

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A Quarter of a Century of Neuromorphic Architectures on FPGAs -- an Overview

23 February 2025

Wiktor J. Szczerek

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Papers citing "A Quarter of a Century of Neuromorphic Architectures on FPGAs -- an Overview"

11 / 11 papers shown

Title
Fast Algorithms for Spiking Neural Network Simulation with FPGAs Bjorn A. Lindqvist Artur Podobas 63 1 0 03 May 2024
Spiker+: a framework for the generation of efficient Spiking Neural Networks FPGA accelerators for inference at the edge Alessio Carpegna Alessandro Savino S. Di Carlo 39 12 0 02 Jan 2024
A Resource-efficient Spiking Neural Network Accelerator Supporting Emerging Neural Encoding Daniel Gerlinghoff Zhehui Wang Xiaozhe Gu Rick Siow Mong Goh Yaoyu Zhang 39 8 0 06 Jun 2022
Spiker: an FPGA-optimized Hardware acceleration for Spiking Neural Networks Alessio Carpegna A. Savino S. Di Carlo 38 33 0 18 Jan 2022
RANC: Reconfigurable Architecture for Neuromorphic Computing J. Mack Ruben Purdy K. Rockowitz Michael Inouye Edward Richter ... Nirmal Kumbhare M. S. Hassan Kaitlin L. Fair John Mixter Ali Akoglu 58 23 0 01 Nov 2020
Photonics for artificial intelligence and neuromorphic computing B. Shastri A. Tait T. F. D. Lima W. Pernice H. Bhaskaran C. Wright Paul R. Prucnal 55 1,210 0 30 Oct 2020
Connection Pruning for Deep Spiking Neural Networks with On-Chip Learning Thao N. N. Nguyen B. Veeravalli Xuanyao Fong 51 14 0 09 Oct 2020
FPGA Implementation of Simplified Spiking Neural Network Shikhar Gupta Arpan Vyas G. Trivedi 32 20 0 02 Oct 2020
An FPGA-based Massively Parallel Neuromorphic Cortex Simulator Runchun Wang Chetan Singh Thakur Andre van Schaik 42 47 0 08 Mar 2018
A Survey of Neuromorphic Computing and Neural Networks in Hardware Catherine D. Schuman T. Potok Robert M. Patton J. Birdwell Mark E. Dean Garrett S. Rose J. Plank 111 696 0 19 May 2017
Forward Table-Based Presynaptic Event-Triggered Spike-Timing-Dependent Plasticity Bruno U. Pedroni Sadique Sheik Siddharth Joshi Georgios Detorakis Somnath Paul C. Augustine Emre Neftci Gert Cauwenberghs 45 15 0 11 Jul 2016