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卷积神经网络高效计算关键技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  郭鹏
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深度神经网络  卷积神经网络  二值网络  低比特量化  神经网络加速器  
循环神经网络计算加速研究 学位论文
, 中科院自动化所: 中科院自动化所, 2019
Authors:  李哲
Adobe PDF(2181Kb)  |  Favorite  |  View/Download:32/2  |  Submit date:2019/06/04
循环神经网络  二值化  低秩分解  加速  
A High-Efficiency FPGA-Based Accelerator for Binarized Neural Network 期刊论文
Journal of Circuits, Systems, and Computers, 2019, 卷号: 28, 期号: 1, 页码: 1
Authors:  Guo Peng;  Ma Hong;  Ruizhi Chen;  Donglin Wang
View  |  Adobe PDF(1487Kb)  |  Favorite  |  View/Download:49/29  |  Submit date:2019/06/17
Cnn  Bnn  Fpga  Accelerator  
Investigating Deep Neural Network Adaptation for Generating Exclamatory and Interrogative Speech in Mandarin 期刊论文
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 卷号: 90, 期号: 7, 页码: 1039-1052
Authors:  Zheng, Yibin;  Li, Ya;  Wen, Zhengqi;  Liu, Bin;  Tao, Jianhua;  Jianhua Tao
View  |  Adobe PDF(1339Kb)  |  Favorite  |  View/Download:114/25  |  Submit date:2018/01/04
Speech Synthesis  Excitation Parameters  Deep Neural Network Adaptation  Exclamatory Speech  Interrogative Speech  
Two-Step Quantization for Low-bit Neural Networks 会议论文
, Salt Lake City, 2018.06.18-2018.06.22
Authors:  Wang, Peisong;  Hu, Qinghao;  Zhang, Yifan;  Zhang, Chunjie;  Liu, Yang;  Cheng, Jian
View  |  Adobe PDF(105Kb)  |  Favorite  |  View/Download:418/168  |  Submit date:2018/05/05
Convolutional Neural Networks  Network Quantization  Ternary Quantization  
基于多种监督信息的物体识别与检测算法研究 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  刘敬禹
Adobe PDF(10708Kb)  |  Favorite  |  View/Download:64/0  |  Submit date:2018/05/31
物体识别  快速物体检测  基于文本描述的物体定位  深度学习  
Robust structural feature learning based facial expression recognition 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  Jain Deepak Kumar
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Facial Expressions  Pattern Analysis  Random Walk  Multi- Angle Properties  Micro-expression  Facial Action Points  
Feature Distilled Tracking 期刊论文
IEEE Transaction on Cybernetics, 2017, 期号: 0, 页码: 0
Authors:  Zhu Guibo;  Jinqiao Wang;  Peisong Wang;  Yi Wu;  Hanqing Lu
View  |  Adobe PDF(2450Kb)  |  Favorite  |  View/Download:68/21  |  Submit date:2018/10/10
Correlation Filter  Model Compression  Visual Tracking  
Improving handwritten Chinese text recognition using neural network language models and convolutional neural network shape models 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 2017, 期号: 65, 页码: 251-264
Authors:  Wu, Yi-Chao;  Yin, Fei;  Liu, Cheng-Lin
View  |  Adobe PDF(1290Kb)  |  Favorite  |  View/Download:461/211  |  Submit date:2017/02/18
Handwritten Chinese Text Recognition  Feedforward Neural Network Language Model  Recurrent Neural Network Language Model  Hybrid Language Model  Convolutional Neural Network Shape Models  
基于量化学习的大规模图像检索方法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  吴家祥
Adobe PDF(2947Kb)  |  Favorite  |  View/Download:92/4  |  Submit date:2017/07/16
图像检索  特征提取与索引  哈希  乘积量化  神经网络