Invention Application
- Patent Title: NEURAL NETWORK DEVICE, SIGNAL GENERATION METHOD, AND PROGRAM
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Application No.: US16826691Application Date: 2020-03-23
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Publication No.: US20200293889A1Publication Date: 2020-09-17
- Inventor: Yukio TERASAKI
- Applicant: TDK CORPORATION
- Applicant Address: JP Tokyo
- Assignee: TDK CORPORATION
- Current Assignee: TDK CORPORATION
- Current Assignee Address: JP Tokyo
- Priority: com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@8160bf0
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N3/04 ; G06N3/063
Abstract:
A neural network device includes a decimation unit configured to convert a discrete value of an input signal to a discrete value having a smaller step number than a quantization step number of the input signal on the basis of a predetermined threshold value to generate a decimation signal a modulation unit configured to modulate a discrete value of the decimation signal generated by the decimation unit to generate a modulation signal indicating the discrete value of the decimation signal, and a weighting unit including a neuromorphic element configured to output a weighted signal obtained by weighting the modulation signal through multiplication of the modulation signal generated by the modulation unit by a weight according to a value of a variable characteristic.
Public/Granted literature
- US11551071B2 Neural network device, signal generation method, and program Public/Granted day:2023-01-10
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