Saturation RRAM Leveraging Bit-level Sparsity Resulting from Term Quantization
B. McDanel, H. T. Kung, S. Zhang IEEE International Symposium on Circuits and Systems (ISCAS), 2021 paper
Field-Configurable Multi-resolution Inference: Rethinking Quantization
S. Zhang, B. McDanel, H. T. Kung, X. Dong 26th ACM International Conference on Architectural Support for Programming Languages and […]
Term Quantization: Furthering Quantization at Run Time
H. T. Kung, B. McDanel, S. Zhang Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis […]
Full-stack Optimization for Accelerating CNNs Using Powers-of-Two Weights with FPGA Validation
B. McDanel, S. Zhang, H. T. Kung, X. Dong. 32nd ACM International Conference on Supercomputing (ICS), 2019 paper
Embedded Binarized Neural Networks
B. McDanel, S. Teerapittayanon, H. T. Kung International Conference on Embedded Wireless Systems and Networks (EWSN), 2017 paper | code
