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31 Oct 2023
SERC
Institute of High Performance Computing
Spintronic devices for high-density memory and neuromorphic computing – A review
BingJin Chen,
Minggang Zeng,
Khoong Hong Khoo,
Debasis Das,
Xuanyao Fong,
Shunsuke Fukami,
Sai Li,
Weisheng Zhao,
Stuart S.P. Parkin,
S.N. Piramanayagam,
Sze Ter Lim
Materials Today
22 Jun 2023
SERC
Institute of High Performance Computing
Achieving Green AI with Energy-Efficient Deep Learning Using Neuromorphic Computing
Tao Luo,
Weng-Fai Wong,
Rick Siow Mong Goh,
Anh Tuan Do,
Zhixian Chen,
Haizhou Li,
Wenyu Jiang,
Neuromorphic Programme
Communications of the ACM
26 Oct 2020
SERC
Institute for Infocomm Research
HFNet: A CNN Architecture Co-designed for Neuromorphic Hardware With a Crossbar Array of Synapses
Roshan Gopalakrishnan,
Yansong Chua,
Pengfei Sun,
Ashish Jith Sreejith Kumar,
Arindam Basu
Frontiers in Neuroscience
19 Oct 2020
SERC
Institute for Infocomm Research
Online Few-Shot Gesture Learning on a Neuromorphic Processor
Kenneth Stewart,
Garrick Orchard,
Sumit Bam Shrestha,
Emre Neftci
IEEE Journal on Emerging and Selected Topics in Circuits and Systems
4 Aug 2020
SERC
Institute for Infocomm Research
HFNet: A CNN architecture co-designed for neuromorphic hardware with crossbar array of synapses
Gopalakrishnan Roshan,
Chua Yansong,
Sun Pengfei,
Kumar Ashish Jith Sreejith,
Basu Arindam
Frontiers in Neuroscience
3 Sep 2019
SERC
Institute of Microelectronics
Enabling Neuromorphic Computing: BEOL Integration of CMOS RRAM Chip and Programmable Performance
Weijie Wang,
Victor Yi-Qian Zhuo,
Zhixian Chen,
Hock Koon Lee,
Minghua Li,
Wendong Song
IEEE International System-on-Chip Conference (SOCC 2019)
25 Dec 2018
SERC
Institute of High Performance Computing
An FPGA-Based Hardware Emulator for Neuromorphic Chip With RRAM
Tao Luo,
Xuan Wang,
Chuping Qu,
Matthew Kay Fei Lee,
Wai Teng Tang,
Weng-Fai Wong,
Rick Siow Mong Goh
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
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