Invention Grant
- Patent Title: Systems and methods for classifying electrical signals
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Application No.: US14885462Application Date: 2015-10-16
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Publication No.: US10311375B2Publication Date: 2019-06-04
- Inventor: Arindam Basu , Enyi Yao , Yi Chen
- Applicant: NANYANG TECHNOLOGICAL UNIVERSITY
- Applicant Address: SG Singapore
- Assignee: NANYANG TECHNOLOGICAL UNIVERSITY
- Current Assignee: NANYANG TECHNOLOGICAL UNIVERSITY
- Current Assignee Address: SG Singapore
- Priority: SG10201406665V 20141016
- Main IPC: G06N20/00
- IPC: G06N20/00

Abstract:
An analog implementation is proposed of an adaptive signal processing model of a kind requiring a plurality of randomly-set variables. In particular, following a digital to analog conversion of a digital input signal, analog processing is used to transform the data input to the model into data which is subsequently processed by an adaptively-created layer of the model. In the analog processing, multiplication operations involving the randomly-set variables are performed by analog circuitry in which the randomly-set variables are the consequence of inherent tolerances in electrical components. This eliminates the need for the randomly-set variables to be implemented in some other way, for example as random variables stored in memory.
Public/Granted literature
- US20160110643A1 SYSTEMS AND METHODS FOR CLASSIFYING ELECTRICAL SIGNALS Public/Granted day:2016-04-21
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