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OpSparse: A Highly Optimized Framework for Sparse General Matrix Multiplication on GPUs
IEEE access, 2022, Vol.10, p.85960-85974
2022
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Open Access
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Accelerating CPU-Based Sparse General Matrix Multiplication With Binary Row Merging
IEEE access, 2022, Vol.10, p.79237-79248
2022
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Extending memory capacity of neural associative memory based on recursive synaptic bit reuse
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017, 2017, p.1603-1606
2017
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Exploration for energy-efficient ECC decoder of WBAN
2015 IEEE 11th International Conference on ASIC (ASICON), 2015, p.1-4
2015
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Highly flexible WBAN transmit-receive system based on USRP
2013 IEEE 10th International Conference on ASIC, 2013, p.1-4
2013
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Recursive Synaptic Bit Reuse: An Efficient Way to Increase Memory Capacity in Associative Memory
IEEE transactions on very large scale integration (VLSI) systems, 2019-04, Vol.27 (4), p.757-768
2019
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Recursive Binary Neural Network Training Model for Efficient Usage of On-Chip Memory
IEEE transactions on circuits and systems. I, Regular papers, 2019-07, Vol.66 (7), p.2593-2605
2019
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Accelerating Distributed GNN Training by Codes
IEEE transactions on parallel and distributed systems, 2023-09, Vol.34 (9), p.2598-2614
2023
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Hyperscale FPGA-as-a-service architecture for large-scale distributed graph neural network
Proceedings of the 49th Annual International Symposium on Computer Architecture, 2022, p.946-961
2022
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Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio
2022 IEEE 28th International Conference on Parallel and Distributed Systems (ICPADS), 2023, p.483-490
2023
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COMB-MCM: Computing-on-Memory-Boundary NN Processor with Bipolar Bitwise Sparsity Optimization for Scalable Multi-Chiplet-Module Edge Machine Learning
2022 IEEE International Solid- State Circuits Conference (ISSCC), 2022, Vol.65, p.1-3
2022
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Neural network based seizure detection system using raw EEG data
2016 International SoC Design Conference (ISOCC), 2016, p.211-212
2016
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Enabling High-Quality Uncertainty Quantification in a PIM Designed for Bayesian Neural Network
2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2022, p.1043-1055
2022
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184QPS/W 64Mb/mm23D Logic-to-DRAM Hybrid Bonding with Process-Near-Memory Engine for Recommendation System
2022 IEEE International Solid- State Circuits Conference (ISSCC), 2022, Vol.65, p.1-3
2022
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