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Analog Current-Mode Computational Circuits for Artificial Neural Networks

By Popa, Cosmin Radu

Analog Current-Mode Computational Circuits for Artificial Neural Networks

By Popa, Cosmin Radu

0 - Default Title
Description
This book discusses in detail low-voltage low-power designs for minimizing the hardware resources required by neural network implementations. The novel method presented in this book for an accurate realization of activation functions for artificial neural networks (ANNs), is based on specific superior-order approximation functions. The author describes analog implementations in CMOS technology to increase the speed of operation, while reducing the hardware resources required for obtaining these approximation functions. Original architectures presented in this book, used for implementing previous CMOS computational structures, allow for operation independent of technological errors and temperature variations. SPICE simulations confirm the theoretically estimated results for previously presented CMOS computational structures, developed for ANNs and artificial intelligence applications.
Product details
Number of Pages:
424
Release Date:
2025-11-07
Publication Date:
2025-11-07
Publisher:
Springer
Languages:
Original: English
ISBN10:
3032039886
ISBN13:
9783032039880
GPSR Manufacturer Reference:
[email protected]
Weight:
874 g
Height:
160 cm
Width:
241 cm
Thickness:
27 cm
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