この検索内の頻出タグ: efficient^:3 automata^:2 bayesian^:2 bloom^:2 cellular^:2 computing^:2 ensemble^:2 filter^:2 fpga^:2 hardware^:2 network^:2 neural^:2 reservoir^{:2 :1} accelerator^:1 activations^:1 b2n2^:1 bernoulli^:1 bloomca^:1 bynqnet^:1 estimation^:1 implementation^:1 memory^:1 quadratic^:1 resource^:1 sampler^:1 sampling-free^:1 system^:1 uncertainty^:1

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論文誌

[1] H. Awano and M. Hashimoto, "B2N2: Resource Efficient Bayesian Neural Network Accelerator Using Bernoulli Sampler on FPGA," Integration, the VLSI Journal, volume 89, pages 1-8, March 2023. [pdf]

[2] D. Liang, J. Shiomi, N. Miura, M. Hashimoto, and H. Awano, "A Hardware Efficient Reservoir Computing System Using Cellular Automata and Ensemble Bloom Filter," IEICE Trans. on Information and Systems, volume 105-D, number 7, pages 1273--1282, July 2022. [pdf]

国際会議

[1] D. Liang, M. Hashimoto, and H. Awano, "BloomCA: a Memory Efficient Reservoir Computing Hardware Implementation Using Cellular Automata and Ensemble Bloom Filter," Proceedings of Design, Automation and Test in Europe Conference (DATE), February 2021. [pdf]

[2] H. Awano and M. Hashimoto, "BYNQNet: Bayesian Neural Network with Quadratic Activations for Sampling-Free Uncertainty Estimation on FPGA," Proceedings of Design, Automation and Test in Europe Conference (DATE), April 2020. [pdf]