Tianchan Guan
Orcid: 0000-0002-0081-8158
According to our database1,
Tianchan Guan
authored at least 16 papers
between 2013 and 2023.
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Bibliography
2023
IEEE Trans. Parallel Distributed Syst., September, 2023
2022
IEEE Access, 2022
OpSparse: A Highly Optimized Framework for Sparse General Matrix Multiplication on GPUs.
IEEE Access, 2022
COMB-MCM: Computing-on-Memory-Boundary NN Processor with Bipolar Bitwise Sparsity Optimization for Scalable Multi-Chiplet-Module Edge Machine Learning.
Proceedings of the IEEE International Solid-State Circuits Conference, 2022
184QPS/W 64Mb/mm<sup>2</sup>3D Logic-to-DRAM Hybrid Bonding with Process-Near-Memory Engine for Recommendation System.
Proceedings of the IEEE International Solid-State Circuits Conference, 2022
Hyperscale FPGA-as-a-service architecture for large-scale distributed graph neural network.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022
Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio.
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022
Enabling High-Quality Uncertainty Quantification in a PIM Designed for Bayesian Neural Network.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022
2019
Recursive Synaptic Bit Reuse: An Efficient Way to Increase Memory Capacity in Associative Memory.
IEEE Trans. Very Large Scale Integr. Syst., 2019
Recursive Binary Neural Network Training Model for Efficient Usage of On-Chip Memory.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019
2017
Recursive Binary Neural Network Learning Model with 2.28b/Weight Storage Requirement.
CoRR, 2017
Extending memory capacity of neural associative memory based on recursive synaptic bit reuse.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
2016
Proceedings of the International SoC Design Conference, 2016
Proceedings of the International SoC Design Conference, 2016
2015
Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015
2013
Proceedings of the IEEE 10th International Conference on ASIC, 2013