Invention Grant
- Patent Title: Methods, electronic devices, and computer-readable media for training, and processing data through, a spiking neuron network
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Application No.: US18004013Application Date: 2021-12-28
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Publication No.: US11941526B2Publication Date: 2024-03-26
- Inventor: Zhenzhi Wu , Qikun Zhang , Yaolong Zhu
- Applicant: LYNXI TECHNOLOGIES CO., LTD.
- Applicant Address: CN Beijing
- Assignee: LYNXI TECHNOLOGIES CO., LTD.
- Current Assignee: LYNXI TECHNOLOGIES CO., LTD.
- Current Assignee Address: CN Beijing
- Agency: BROWDY AND NEIMARK, P.L.L.C.
- Priority: CN 2110018629.9 2021.01.07
- International Application: PCT/CN2021/141981 2021.12.28
- International Announcement: WO2022/148272A 2022.07.14
- Date entered country: 2022-12-30
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N3/049

Abstract:
Provided is a method for training spiking neuron network, including: inputting a spiking signal corresponding to a training sample into a spiking neuron network to be trained; and training the spiking neuron network based on a back propagation rule, wherein a forward propagation stage of training includes: adjusting a spiking firing threshold corresponding to a target layer in the spiking neuron network according to confidence corresponding to the target layer. Also provided are a method for processing data based on a spiking neuron network, an electronic device, and a non-transitory computer-readable medium.
Public/Granted literature
- US20230196102A1 Method for Training Spiking Neuron Network, Method for Processing Data, Electronic Device, and Medium Public/Granted day:2023-06-22
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