no code implementations • 18 Aug 2023 • Yuhao Cheng, Siru Zhang, Yiqiang Yan, Rong Chen, Yun Zhang
Multimedia compression allows us to watch videos, see pictures and hear sounds within a limited bandwidth, which helps the flourish of the internet.
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.
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.
no code implementations • 11 Jul 2020 • Xiaoyu Huang, Edward Jones, Siru Zhang, Steve Furber, Yannis Goulermas, Edward Marsden, Ian Baistow, Srinjoy Mitra, Alister Hamilton
This paper identifies the problem of unnecessary high power overhead of the conventional frame-based radioisotope identification process and proposes an event-based signal processing process to address the problem established.