- 专利标题: System and method for hashed compressed weighting matrix in neural networks
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申请号: US15853431申请日: 2017-12-22
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公开(公告)号: US11531859B2公开(公告)日: 2022-12-20
- 发明人: Duanduan Yang , Xiang Sun
- 申请人: Samsung Electronics, Co. Ltd.
- 申请人地址: KR Suwon si
- 专利权人: Samsung Electronics, Co. Ltd.
- 当前专利权人: Samsung Electronics, Co. Ltd.
- 当前专利权人地址: KR Suwon si
- 主分类号: G06N3/02
- IPC分类号: G06N3/02 ; G06K9/62 ; G06N3/08 ; G06V10/46 ; G06F16/901 ; G06F17/16
摘要:
A method for a neural network includes receiving an input from a vector of inputs, determining a table index based on the input, and retrieving a hash table from a plurality of hash tables, wherein the hash table corresponds to the table index. The method also includes determining an entry index of the hash table based on an index matrix, wherein the index matrix includes one or more index values, and each of the one or more index values corresponds to a vector in the hash table and determining an entry value in the hash table corresponding to the entry index. The method also includes determining a value index, wherein the vector in the hash table includes one or more entry values, and wherein the value index corresponds to one of the one or more entry values in the vector and determining a layer response.
公开/授权文献
- US20190050709A1 SYSTEM AND METHOD FOR NEURAL NETWORKS 公开/授权日:2019-02-14
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