Invention Grant
- Patent Title: Device and method for operating the same
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Application No.: US16162582Application Date: 2018-10-17
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Publication No.: US11494619B2Publication Date: 2022-11-08
- Inventor: Tuo-Hung Hou , Chih-Cheng Chang
- Applicant: TAIWAN SEMICONDUCTOR MANUFACTURING CO., LTD. , NATIONAL YANG MING CHIAO TUNG UNIVERSITY
- Applicant Address: TW Hsinchu; TW Hsinchu
- Assignee: TAIWAN SEMICONDUCTOR MANUFACTURING CO., LTD.,NATIONAL YANG MING CHIAO TUNG UNIVERSITY
- Current Assignee: TAIWAN SEMICONDUCTOR MANUFACTURING CO., LTD.,NATIONAL YANG MING CHIAO TUNG UNIVERSITY
- Current Assignee Address: TW Hsinchu; TW Hsinchu
- Agency: Maschoff Brennan
- Main IPC: G06N3/06
- IPC: G06N3/06 ; G06N3/08 ; G06K9/62 ; G06V30/414

Abstract:
A device includes first wires, second wires, resistors, and a processor. Input signals are transmitted from the first wires through the resistors to the second wires. The processor receives a sum value of the input signals from one of the second wires, and shifts the sum value by a nonlinear activation function to generate a shifted sum value. The processor calculates a backpropagation value based on the shifted sum value and a target value, and generates a pulse number based on a corresponding input signal of the input signal and the backpropagation value. Each of a value of the corresponding input signal and the backpropagation value is higher than or equal to a threshold value. The processor applies a voltage pulse to one of the resistors related to the corresponding input signal based on the pulse number.
Public/Granted literature
- US20190164042A1 DEVICE AND METHOD FOR OPERATING THE SAME Public/Granted day:2019-05-30
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