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From Multipliers to Integrators: a Survey of Stochastic Computing Primitives 期刊论文
IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2024, 卷号: PP, 期号: 99, 页码: 238-249
作者:  Shanshan Liu;  Josep L. Rosselló;  Siting Liu;  Xiaochen Tang;  Joan Font-Rosselló
Adobe PDF(1184Kb)  |  收藏  |  浏览/下载：20/0  |  提交时间：2024/03/29
Uniform spike trains in optically injected quantum cascade oscillators 期刊论文
CHAOS, 2023, 卷号: 33, 期号: 12, 页码: 123127
作者:  Peng, Yibo;  Liu, Siting;  Kovanis, Vassilios;  Wang, Cheng
Adobe PDF(2076Kb)  |  收藏  |  浏览/下载：29/0  |  提交时间：2024/03/22
An Energy-Efficient Binary-Interfaced Stochastic Multiplier Using Parallel Datapaths 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 卷号: 31, 期号: 9, 页码: 1-5
作者:  Yongqiang Zhang;  Siting Liu;  Jie Han;  Zhendong Lin;  Shaowei Wang
Adobe PDF(4071Kb)  |  收藏  |  浏览/下载：91/0  |  提交时间：2023/03/17
Delta Sigma Modulator-based Dividers for Accurate and Low Latency Stochastic Computing Systems 期刊论文
IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2023, 卷号: 13, 期号: 1, 页码: 1-1
作者:  Xiaochen Tang;  Shanshan Liu;  Farzad Niknia;  Ziheng Wang;  Siting Liu
Adobe PDF(8527Kb)  |  收藏  |  浏览/下载：76/0  |  提交时间：2023/03/17
Feature-Embedding Triplet Networks with a Separately Constrained Loss Function 会议论文
PROCEEDINGS - IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, Monterey, CA, United states, May 21, 2023 - May 25, 2023
作者:  Wang, Ziheng;  Niknia, Farzad;  Liu, Shanshan;  Jiang, Honglan;  Liu, Siting
Adobe PDF(3872Kb)  |  收藏  |  浏览/下载：48/0  |  提交时间：2024/01/19
HSB-GDM: A Hybrid Stochastic-Binary Circuit for Gradient Descent with Momentum in the Training of Neural Networks 会议论文
PROCEEDINGS OF THE 17TH ACM INTERNATIONAL SYMPOSIUM ON NANOSCALE ARCHITECTURES, NANOARCH 2022, Virtual, Online, United states, December 7, 2022 - December 9, 2022
作者:  Li, Han;  Shi, Heng;  Jiang, Honglan;  Liu, Siting
Adobe PDF(758Kb)  |  收藏  |  浏览/下载：162/0  |  提交时间：2023/07/14
Special Session: Fault-Tolerant Deep Learning: A Hierarchical Perspective 会议论文
PROCEEDINGS OF THE IEEE VLSI TEST SYMPOSIUM, Virtual, Online, United states, April 25, 2022 - April 27, 2022
作者:  Liu, Cheng;  Gao, Zhen;  Liu, Siting;  Ning, Xuefei;  Li, Huawei
Adobe PDF(19110Kb)  |  收藏  |  浏览/下载：149/0  |  提交时间：2022/07/29