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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
812021
Accelerate non-unit stride convolutions with Winograd algorithms
J Pan, D Chen
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
172021
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
92022
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
62022
AccGuard: Secure and trusted computation on remote FPGA accelerators
W Ren, J Pan, D Chen
2021 IEEE International Symposium on Smart Electronic Systems (iSES), 378-383, 2021
42021
Youhome system and dataset: Making your home know you better
J Pan, Z Yuan, X Zhang, D Chen
2022 IEEE International Symposium on Smart Electronic Systems (iSES), 414-420, 2022
22022
HomeSGN: A Smarter Home with Novel Rule Mining Enabled by a Scorer-Generator GAN
Z Yuan, J Pan, X Zhang, D Chen
2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 102-108, 2024
2024
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
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