面向嵌入式深度神经网络处理器的低功耗设计技术研究

61874124
2018
F0402.集成电路设计
王颖
面上项目
副研究员
中国科学院计算技术研究所
63万元
高能效;深度神经网络;低功耗;可穿戴;神经网络处理器
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 An Activity Analysis Architecture From Compressed Video Streams 会议论文 Yongchen Wang;Ying Wang;Yinhe Han;Huawei Li;Xiaowei Li
2 Dadu-Eye: A 5.3 TOPS/W, 30 fps/1080p High Accuracy Stereo Vision Accelerator 期刊论文 Min Feng;Xu Haobo;Wang Ying;Wang Yujie;Li Jiajun;Zou Xingqi;Li Bei;Han Yinhe
3 R2F: A Remote Retraining Framework for AIoT Processors With Computing Errors 期刊论文 Xu Dawen;He Meng;Liu Cheng;Wang Ying;Cheng Long;Li Huawei;Li Xiaowei;Cheng Kwang-Ting
4 A None-Sparse Inference Accelerator that Distills and Reuses the Computation Redundancy in CNNs 会议论文 Wang Ying;Liang Shengwen;Li Huawei;Li Xiaowei
5 PicoVO: A Lightweight RGB-D Visual Odometry Targeting Resource-Constrained IoT Devices 会议论文 Yuquan He;Ying Wang;Cheng Liu;Lei Zhang
6 GCiM: A Near-Data Processing Accelerator for Graph Construction 会议论文 Lei He;Cheng Liu;王颖;Huawei Li;Xiaowei Li
7 RRAMedy: Protecting ReRAM-based neural network from permanent and soft faults during its lifetime 会议论文 Li Wen;Wang Ying;Li Huawei;Li Xiaowei
8 An Edge 3D CNN Accelerator for Low Power Activity Recognition 期刊论文 Wang Ying;Wang Yongchen;Shi Cong;Cheng Long;Li Huawei;Li Xiaowei
9 GLIST: Towards in-storage graph learning 会议论文 Li Cangyuan;Wang Ying;Liu Cheng;Liang Shengwen;Li Huawei;Li Xiaowei
10 An Intelligent Video Processing Architecture for Edge-cloud Video Streaming 会议论文 Gao Chengsi;Wang Ying;Han Yinhe;Zhang Lei
11 一种对卷积神经网络处理器的控制方法及装置 专利 韩银和;许浩博;王颖
12 一种具有低带宽激活装置的神经网络处理器及其方法 专利 韩银和;闵丰;许浩博;王颖
13 应用于长短时记忆神经网络的计算装置和计算方法 专利 韩银和;许浩博;王颖
14 面向Winograd卷积的神经网络处理器 专利 韩银和;闵丰;许浩博;王颖
15 DeepBurning-GL: an Automated Framework for Generating Graph Neural Network Accelerators 会议论文 Shengwen Liang;Ying Wang;Cheng Liu;Huawei Li;Xiaowei Li
16 Cognitive SSD: A Deep Learning Engine for In-Storage Data Retrieval 会议论文 Liang Shengwen;Wang Ying;Lu Youyou;Yang Zhe;Li Huawei;Li Xiaowei
17 A Fast Precision Tuning Solution for Always-On DNN Accelerators 期刊论文 Wang Ying;He Yintao;Cheng Long;Li Huawei;Li Xiaowei
18 CHaNAS: Coordinated search for network architecture and scheduling policy 会议论文 Chen Weiwei;Wang Ying;Lin Gangliang;Gao Chengsi;Liu Cheng;Zhang Lei
19 A Many-Core Accelerator Design for on-Chip Deep Reinforcement Learning 会议论文 Wang Ying;Wang Mengdi;Li Bing;Li Huawei;Li Xiaowei
20 NASA: Accelerating Neural Network Design with On-Chip NAS 会议论文 Ma Xiaohan;Si Chang;Wang Ying;Liu Cheng;Zhang Lei
21 PixelSieve: Towards Efficient Activity Analysis from Compressed Video Streams 会议论文 Wang Yongchen;Wang Ying;Li Huawei;Li Xiaowei
22 EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks 期刊论文 Liang Shengwen;Wang Ying;Liu Cheng;He Lei;Li Huawei;Xu Dawen;Li Xiaowei
23 一种包括比特转换装置的神经网络处理器及其方法 专利 韩银和;闵丰;许浩博;王颖
24 面向固定输出范式Winograd卷积的神经网络处理器 专利 韩银和;闵丰;许浩博;王颖
25 Olympus: Reaching Memory-Optimality on DNN Processors 期刊论文 Cai Xuyi;Wang Ying;Tu Kaijie;Gao Chengsi;Zhang Lei
26 CAP: Communication-aware Automated Parallelization for Deep Learning Inference on CMP Architectures 期刊论文 Zou Kaiwei;Wang Ying;Cheng Long;Qu Songyun;Li Huawei;Li Xiaowei
27 用于神经网络的池化装置和池化方法 专利 韩银和;闵丰;许浩博;王颖
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