Deep Neural Learning based Deming Regression Adder Enhancement on Digital Multiplier for 3D Graphical Applications in VLSI Circuits

نویسندگان

چکیده

This work aims to investigate 3D Technology provide better performance enhancement for several generations. The three-dimensional integrated circuit allows integration density, faster on-chip communications, and heterogeneous integration. goal of this research is reduce time consumption power by introducing the Deep Neural Learnt Deming Regression Based Ladner-Fisher Adder Enhancement (DNLDR-LFAE) Technique in VLSI circuits. Input information (carry inputs) taken input layer transmits hidden 1. Deeming regression analysis has performed at 1 pre-process data it send 2. In that layer, performs carry generation as well post-processing output outcomes have enclosed with convolution. Finally, were attained execute well-organized adder improvement digital multiplier lesser consumption. DNLDR-LFAE measured terms power, location An outcome decreases than other methods. hardware complexity proposed technique obtains minimized upto 52% 63% when designed Adder.

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ژورنال

عنوان ژورنال: International journal of electrical & electronics research

سال: 2023

ISSN: ['2347-470X']

DOI: https://doi.org/10.37391/ijeer.110202