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Dissipation Minimization of Two-stage Amplifier using Deep Learning
2023
Journal:  
SERBIAN JOURNAL OF ELECTRICAL ENGINEERING
Author:  
DOI:  
10.2298/SJEE2302129L
Abstract:

Designing electrical circuits and devices is usually based on expertise in electronics and the thorough use of numerical software tools. This procedure can be time-consuming, and the designer has only one solution. This paper introduces a new approach focused on new concept design and optimization of specific circuits using symbolic expressions. The primary amplifier circuit, realized by a deep learning module, changes the value to reduce power dissipation. The control signal of the deep learning module is output from an amplifier that depends on the statistics of the input signal value.

Keywords:

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SERBIAN JOURNAL OF ELECTRICAL ENGINEERING

Field :   Mühendislik

Journal Type :   Uluslararası

Metrics
Article : 473
Cite : 64
Details
SERBIAN JOURNAL OF ELECTRICAL ENGINEERING