A 5.28-mm² 4.5-pJ/SOP Energy-Efficient Spiking Neural Network Hardware With Reconfigurable High Processing Speed Neuron Core and Congestion-Aware Router
Pu, Junran, Goh, Wang Ling, Nambiar, Vishnu P., Wong, Ming Ming, Do, Anh Tuan
Published in IEEE transactions on circuits and systems. I, Regular papers (01.12.2021)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.12.2021)
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Journal Article
A Low Power and Low Area Router With Congestion-Aware Routing Algorithm for Spiking Neural Network Hardware Implementations
Pu, Junran, Goh, Wang Ling, Nambiar, Vishnu P., Do, Anh Tuan
Published in IEEE transactions on circuits and systems. II, Express briefs (01.01.2021)
Published in IEEE transactions on circuits and systems. II, Express briefs (01.01.2021)
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Journal Article
Coreset: Hierarchical neuromorphic computing supporting large-scale neural networks with improved resource efficiency
Yang, Liwei, Zhang, Huaipeng, Luo, Tao, Qu, Chuping, Aung, Myat Thu Linn, Cui, Yingnan, Zhou, Jun, Wong, Ming Ming, Pu, Junran, Do, Anh Tuan, Goh, Rick Siow Mong, Wong, Weng Fai
Published in Neurocomputing (Amsterdam) (14.02.2022)
Published in Neurocomputing (Amsterdam) (14.02.2022)
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Journal Article
Corrigendum to “Coreset: Hierarchical neuromorphic computing supporting large-scale neural networks with improved resource efficiency” [Neurocomputing (2022) 128–140]
Yang, Liwei, Zhang, Huaipeng, Luo, Tao, Qu, Chuping, Linn Aung, Myat Thu, Cui, Yingnan, Zhou, Jun, Wong, Ming Ming, Pu, Junran, Do, Anh Tuan, Goh, Rick Siow Mong, Wong, Weng Fai
Published in Neurocomputing (Amsterdam) (07.10.2022)
Published in Neurocomputing (Amsterdam) (07.10.2022)
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Journal Article
Energy Efficient 0.5V 4.8pJ/SOP 0.93μW Leakage/Core Neuromorphic Processor Design
Nambiar, Vishnu P., Pu, Junran, Lee, Yun Kwan, Mani, Aarthy, Koh, Eng Kiat, Wong, Ming Ming, Li, Fei, Goh, Wang Ling, Do, Anh Tuan
Published in IEEE transactions on circuits and systems. II, Express briefs (01.09.2021)
Published in IEEE transactions on circuits and systems. II, Express briefs (01.09.2021)
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Journal Article
A 110nW Always-on Keyword Spotting Chip using Spiking CNN in 40nm CMOS
Shen, Chen, Pu, Junran, Chong, Yisheng, Zhang, Zhongyi, Goh, Wangling, Zhao, Bin, Do, Anh Tuan, Gao, Yuan
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)
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Conference Proceeding
Block-Based Spiking Neural Network Hardware with Deme Genetic Algorithm
Pu, Junran, Nambiar, Vishnu P., Do, Anh Tuan, Goh, Wang Ling
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
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Conference Proceeding
Scalable Block-Based Spiking Neural Network Hardware with a Multiplierless Neuron Model
Nambiar, Vishnu P., Koh, Eng Kiat, Pu, Junran, Mani, Aarthy, Ming, Wong Ming, Fei, Li, Goh, Wang Ling, Do, Anh Tuan
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
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Conference Proceeding
Power and Area Efficient Router with Automated Clock Gating for Neuromorphic Computing
Pu, Junran, Nambiar, Vishnu P, Mani, Aarthy, Goh, Wang Ling, Do, Anh Tuan
Published in 2019 32nd IEEE International System-on-Chip Conference (SOCC) (01.09.2019)
Published in 2019 32nd IEEE International System-on-Chip Conference (SOCC) (01.09.2019)
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Conference Proceeding
Coverage Driven Verification Methodology for Asynchronous Neuromorphic Routers
Lee, Yun Kwan, Nambiar, Vishnu P., Pu, Junran, Goh, Wang Ling, Do, Anh Tuan
Published in 2019 32nd IEEE International System-on-Chip Conference (SOCC) (01.09.2019)
Published in 2019 32nd IEEE International System-on-Chip Conference (SOCC) (01.09.2019)
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Conference Proceeding
NEURAL NETWORK PROCESSOR SYSTEM AND METHODS OF OPERATING AND FORMING THEREOF
Koh, Eng Kiat, Li, Fei, Paramasivam, Vishnu, Do, Anh Tuan, Pu, Junran, Mani, Aarthy
Year of Publication 14.07.2022
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Year of Publication 14.07.2022
Patent
NEURAL NETWORK PROCESSOR SYSTEM AND METHODS OF OPERATING AND FORMING THEREOF
DO, Anh Tuan, MANI, Aarthy, LI, Fei, KOH, Eng Kiat, PARAMASIVAM, Vishnu, PU, Junran
Year of Publication 11.03.2021
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Year of Publication 11.03.2021
Patent