姜育恒梅花三弄专利名称：METHODS AND SYSTEMS FOR BOOSTING DEEP NEURAL NETWORKS FOR DEEP
LEARNING
发明人：CHEN, Yurong,WANG, Libin,GUO, Yiwen,YAO, Anbang,CAI, Dongqi,XU, Lin,HU, Ping,WANG,
Shandong,CHENG, Wenhua
申请号：CN2017/079774
申请日：20170407动感纯音乐
公开号：WO2018/184224A1
公开日：好歌献给你
20181011
世界第一等2012专利附图：
摘要：Methods and systems are disclosed for boosting deep neural networks for deep learning. In one example, in a deep neural network including a first shallow network and a second shallow network, a first training sample is processed by the first shallow network using equal weights. A loss for the first shallow network is determined based on the processed training sample using equal weights. Weights for the second shallow network are adjusted based on the determined loss for the first shallow network. A second training sample is processed by the second shallow network using the adjusted weights. In another example, in a deep neural network including a first weak network and a second weak network, a first subset of training samples is processed by the first weak network using initialized weights. A classification error for the first weak network on the first subset of training samples is determined. The second weak network is boosted using the determined classification error of the first weak network with adjusted weights. A second subset of training samples is processed by the second weak network using the adjusted weights.
申请人：INTEL CORPORATION,CHEN, Yurong,WANG, Libin,GUO, Yiwen,YAO, Anbang,CAI, Dongqi,XU, Lin,HU, Ping,WANG, Shandong,CHENG, Wenhua 地址：2200 Mission College Blvd. Santa Clara, California 95054 US,Room 503, Unit 1, Building 4, QingFengHuaJingYuan, HaiDian Dis
trict Beijing, 100085 CN,9F, Raycom Infotech Park A, No.2 KeXueYuan South Road, ZhongGuanCun, HaiDian District Beijing, 100190 CN,8F, Raycom Infotech Park A, No.2 KeXueYuan South Road, ZhongGuanCun, HaiDian District Beijing, 100190 CN,8F, Raycom Infotech Park A, No.2 KeXueYuan South Road, ZhongGuanCun, HaiDian District Beijing, 100190 CN,8F, Raycom Infotech Park A, No.2 KeXueYuan South Road, ZhongGuanCun, HaiDian District Beijing, 100190 CN,8F, Raycom Infotech Park A, No.2 KeXueYuan South Road, ZhongGuanCun, HaiDian District Beijing, 100190 CN,8F, Raycom Infotech Park A, No.2 KeXueYuan South Road, ZhongGuanCun, HaiDian District Beijing, 100190 CN,8F, Raycom Infotech Park A, No.2 KeXueYuan South Road, ZhongGuanCun, HaiDian District Beijing, 100190 CN,8F, Raycom Infotech Park A No.
2 KeXueYuan South Road ZhongGuanCun, HaiDian District Beijing, 100190 CN
国籍：US,CN,CN,CN,CN,CN,CN,CN,CN,CN
代理人：NTD PATENT AND TRADEMARK AGENCY LIMITED
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