Search Results for author: Siru Zhang

Found 4 papers, 0 papers with code

LSCD: A Large-Scale Screen Content Dataset for Video Compression

no code implementations18 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.

Video Compression

An FPGA Implementation of Convolutional Spiking Neural Networks for Radioisotope Identification

no code implementations24 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 implementations25 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.

Event-based Signal Processing for Radioisotope Identification

no code implementations11 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.

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