Sheng Ma
National University of Defense Technology
H-index: 14
Asia-China
Top articles of Sheng Ma
Spin-NeuroMem: A Low-Power Neuromorphic Associative Memory Design Based on Spintronic Devices
arXiv preprint arXiv:2404.02463
2024/4/3
EPHA: An Energy-efficient Parallel Hybrid Architecture for ANNs and SNNs
ACM Transactions on Design Automation of Electronic Systems
2024/3/14
Sheng Ma
H-Index: 11
SAC: An Ultra-Efficient Spin-based Architecture for Compressed DNNs
ACM Transactions on Architecture and Code Optimization
2024/1/19
Sheng Ma
H-Index: 11
Heng Liu
H-Index: 1
SparGD: A Sparse GEMM Accelerator with Dynamic Dataflow
ACM Transactions on Design Automation of Electronic Systems
2023/11
Optimizing the Parallelism of Communication and Computation in Distributed Training Platform
2023/10/20
Absorb: Deadlock Resolution for 2.5 D Modular Chiplet Based Systems
2023/10/20
A Hybrid Kernel Pruning Approach for Efficient and Accurate CNNs
2023/10/20
A Survey of Design and Optimization for Systolic Array-Based DNN Accelerators
2023/8/25
RHS-TRNG: A Resilient High-Speed True Random Number Generator Based on STT-MTJ Device
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2023/8/21
Running optimization of deep learning accelerators under different pruning strategies.
Computer Engineering & Science/Jisuanji Gongcheng yu Kexue
2023/7/1
RV16: An Ultra-Low-Cost Embedded RISC-V Processor Core
Journal of Computer Science and Technology
2022/12
Sheng Ma
H-Index: 11
Late-Stage Optimization of Modern ILP Processor Cores via FPGA Simulation
Applied Sciences
2022/11/29
Ling Yang
H-Index: 17
Sheng Ma
H-Index: 11
PipeFB: An Optimized Pipeline Parallelism Scheme to Reduce the Peak Memory Usage
2022/10/10
SparG: a sparse GEMM accelerator for deep learning applications
2022/10/10
SADD: A Novel Systolic Array Accelerator with Dynamic Dataflow for Sparse GEMM in Deep Learning
2022/9/24
Optimizing Winograd Convolution on GPUs via Partial Kernel Fusion
2022/9/24
Adaptive Low-Cost Loop Expansion for Modulo Scheduling
2022/9/24
Optimizing convolutional neural networks on multi-core vector accelerator
Parallel Computing
2022/9/1
Stride Equality Prediction for Value Speculation
IEEE Computer Architecture Letters
2022/8/1
A novel systolic array processor with dynamic dataflows
Integration
2022/7/1
