Deep Learning Acceleration with Neuron-to-Memory Transformation

Author:

Imani Mohsen,Samragh Razlighi Mohammad,Kim Yeseong,Gupta Saransh,Koushanfar Farinaz,Rosing Tajana

Publisher

IEEE

Cited by 24 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. ReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers;Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis;2023-11-11

2. A 1W8R 20T SRAM Codebook for 20% Energy Reduction in Mixed-Precision Deep-Learning Inference Processor System;2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS);2023-06-11

3. An efficient segmented quantization for graph neural networks;CCF Transactions on High Performance Computing;2022-11-06

4. : Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System;ACM Transactions on Embedded Computing Systems;2022-10-18

5. CREW: Computation reuse and efficient weight storage for hardware-accelerated MLPs and RNNs;Journal of Systems Architecture;2022-08

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