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Man Shi
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Evolver: A deep learning processor with on-device quantization–voltage–frequency tuning
F Tu, W Wu, Y Wang, H Chen, F Xiong, M Shi, N Li, J Deng, T Chen, L Liu, ...
IEEE Journal of Solid-State Circuits 56 (2), 658-673, 2020
572020
DIANA: An end-to-end energy-efficient digital and ANAlog hybrid neural network SoC
K Ueyoshi, IA Papistas, P Houshmand, GM Sarda, V Jain, M Shi, Q Zheng, ...
2022 IEEE International Solid-State Circuits Conference (ISSCC) 65, 1-3, 2022
542022
Diana: An end-to-end hybrid digital and analog neural network soc for the edge
P Houshmand, GM Sarda, V Jain, K Ueyoshi, IA Papistas, M Shi, Q Zheng, ...
IEEE Journal of Solid-State Circuits 58 (1), 203-215, 2022
362022
A fast and power-efficient hardware architecture for non-maximum suppression
M Shi, P Ouyang, S Yin, L Liu, S Wei
IEEE Transactions on Circuits and Systems II: Express Briefs 66 (11), 1870-1874, 2019
292019
STC: Significance-aware transform-based codec framework for external memory access reduction
F Xiong, F Tu, M Shi, Y Wang, L Liu, S Wei, S Yin
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
162020
ML processors are going multi-core: A performance dream or a scheduling nightmare?
M Verhelst, M Shi, L Mei
IEEE Solid-State Circuits Magazine 14 (4), 18-27, 2022
112022
Hardware-efficient residual neural network execution in line-buffer depth-first processing
M Shi, P Houshmand, L Mei, M Verhelst
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021
72021
COAC: Cross-layer optimization of accelerator configurability for efficient CNN processing
S Colleman, M Shi, M Verhelst
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 31 (7), 945-958, 2023
42023
Cmds: Cross-layer dataflow optimization for dnn accelerators exploiting multi-bank memories
M Shi, S Colleman, C VanDeMieroop, A Joseph, M Meijer, W Dehaene, ...
2023 24th International Symposium on Quality Electronic Design (ISQED), 1-8, 2023
12023
BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration
M Shi, V Jain, A Joseph, M Meijer, M Verhelst
2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024
2024
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