An FPGA Implementation of Convolutional Spiking Neural Networks for Radioisotope Identification

no code implementations • 24 Feb 2021 • Xiaoyu Huang, Edward Jones, Siru Zhang, Shouyu Xie, Steve Furber, Yannis Goulermas, Edward Marsden, Ian Baistow, Srinjoy Mitra, Alister Hamilton

This paper details the FPGA implementation methodology for Convolutional Spiking Neural Networks (CSNN) and applies this methodology to low-power radioisotope identification using high-resolution data.

Spiking Neural Network Based Low-Power Radioisotope Identification using FPGA

no code implementations • 25 Oct 2020 • Xiaoyu Huang, Edward Jones, Siru Zhang, Shouyu Xie, Steve Furber, Yannis Goulermas, Edward Marsden, Ian Baistow, Srinjoy Mitra, Alister Hamilton

this paper presents a detailed methodology of a Spiking Neural Network (SNN) based low-power design for radioisotope identification.