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Tian Zhi

TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding
2019 · Lei Zhang, Shengyuan Zhou, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 76
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Fixed-Point Back-Propagation Training
2020 · Xishan Zhang, Shaoli Liu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 41
A survey of neural network accelerators
2017 · Zhen Li, Yuqing Wang, et al. · Frontiers of Computer Science · 40
TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing
2017 · Jinhong Zhou, Shaoli Liu, et al. · IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) · 33
Cambricon-G: A Polyvalent Energy-Efficient Accelerator for Dynamic Graph Neural Networks
2021 · Xinkai Song, Tian Zhi, et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 31
DWM: A Decomposable Winograd Method for Convolution Acceleration
2020 · Di Huang, Xishan Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 31
Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM
2024 · Zhongkai Yu, Shengwen Liang, et al. · IEEE/ACM International Symposium on Microarchitecture (MICRO) · 30
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Self-Aware Neural Network Systems: A Survey and New Perspective
2020 · By Zidong Du, Qi Guo, et al. · Proceedings of the IEEE · 21
Machine Learning Computers With Fractal von Neumann Architecture
2020 · Yongwei Zhao, Zhe Fan, et al. · IEEE Transactions on Computers · 16
Addressing Irregularity in Sparse Neural Networks through a Cooperative Software/Hardware Approach
2020 · Xi Zeng, Xuehai Zhou, et al. · IEEE Transactions on Computers · 14
BSHIFT: A Low Cost Deep Neural Networks Accelerator
2018 · Yong Yu, Tian Zhi, et al. · International Journal of Parallel Programming · 9
ALT: Optimizing Tensor Compilation in Deep Learning Compilers with Active Learning
2020 · Xi Zeng, Tian Zhi, et al. · IEEE International Conference on Computer Design: VLSI in Computers and Processors (ICCD) · 7
A survey of neural network accelerator with software development environments
2020 · Jin Song, Xuemeng Wang, et al. · Journal of Semiconductors · 7
Partition and Scheduling Algorithms for Neural Network Accelerators
2019 · Xiaobing Chen, Shaohui Peng, et al. · Lecture notes in computer science · 5
DyPipe: A Holistic Approach to Accelerating Dynamic Neural Networks with Dynamic Pipelining
2023 · Yi-Min Zhuang, Xing Hu, et al. · Journal of Computer Science and Technology · 4
Float-Fix: An Efficient and Hardware-Friendly Data Type for Deep Neural Network
2019 · Dong Han, Shengyuan Zhou, et al. · International Journal of Parallel Programming · 4
Improving Seed-Based FPGA Packing with Indirect Connection for Realization of Neural Networks
2023 · Le Yu, Baojin Guo, et al. · Electronics · 3
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Deep Fusion: A Software Scheduling Method for Memory Access Optimization
2019 · Yimin Zhuang, Shaohui Peng, et al. · Lecture notes in computer science · 3
Compiling Optimization for Neural Network Accelerators
2019 · Jin Song, Yimin Zhuang, et al. · Lecture notes in computer science · 2
ZhuQue: A Neural Network Programming Model Based on Labeled Data Layout
2019 · Weijian Du, Linyang Wu, et al. · Lecture notes in computer science · 2
A Range-Extended and Area-Efficient Time-to-Digital Converter Utilizing Ring-Tapped Delay Line
2013 · Xin-Gang WANG, Fei WANG, et al. · IEICE Transactions on Electronics · 2
Tetris: A Heuristic Static Memory Management Framework for Uniform Memory Multicore Neural Network Accelerators
2022 · Xiao-Bing Chen, Hao Qi, et al. · Journal of Computer Science and Technology · 1
Space‐address decoupled scratchpad memory management for neural network accelerators
2020 · Zhenxing Zhang, Shiyan Sun, et al. · Concurrency and Computation Practice and Experience · 1
Mixed-grained CMOS field programmable analog array for smart sensory applications
2014 · Xiaoyan Cheng, Haigang Yang, et al. · Journal of Electronics (China) · 1
CISGraph: A Contribution-Driven Accelerator for Pairwise Streaming Graph Analytics
2025 · Songyu Feng, Mo Zou, et al. · Design, Automation, and Test in Europe
Works count: 28
Citation count: 384
H-index: 10
I10-index: 10
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