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Junhao Pan
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FracBNN: Accurate and FPGA-efficient binary neural networks with fractional activations
Y Zhang, J Pan, X Liu, H Chen, D Chen, Z Zhang
The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021
292021
Accelerate non-unit stride convolutions with Winograd algorithms
J Pan, D Chen
2021 26th Asia and South Pacific design automation conference (ASP-DAC), 358-364, 2021
92021
HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation
X Liu, Y Chen, P Ganesh, J Pan, J Xiong, D Chen
2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 140-146, 2022
12022
Accguard: Secure and trusted computation on remote fpga accelerators
W Ren, J Pan, D Chen
2021 IEEE International Symposium on Smart Electronic Systems (iSES …, 2021
12021
HiKonv: Maximizing the Throughput of Quantized Convolution With Novel Bit-wise Management and Computation
Y Chen, J Pan, X Liu, J Xiong, D Chen
arXiv preprint arXiv:2208.00763, 2022
2022
Algorithm/Accelerator Co-Design and Co-Search for Edge AI
X Zhang, Y Li, J Pan, D Chen
IEEE Transactions on Circuits and Systems II: Express Briefs 69 (7), 3064-3070, 2022
2022
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