Analog Current-Mode Computational Circuits for Artificial Neural Networks

Author:   Cosmin Radu Popa
Publisher:   Springer Nature Switzerland AG
ISBN:  

9783032039880


Pages:   397
Publication Date:   07 November 2025
Format:   Hardback
Availability:   In Print   Availability explained
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Analog Current-Mode Computational Circuits for Artificial Neural Networks


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Author:   Cosmin Radu Popa
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032039880


ISBN 10:   3032039886
Pages:   397
Publication Date:   07 November 2025
Audience:   General/trade ,  General
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Introduction.- Superior-order approximation functions for generating sigmoidal activation functions.- Superior-order approximation functions for generating radial basis activation functions.- Superior-order approximation functions for artificial neural networks applications.- Analysis and design of analog function synthesizers for implmenting sigmoidal activation functions.- Analysis and design of analog function synthesizers for generating radial basis activation functions.- Analysis and design of analog function synthesizers for artificial neural networks applications.- Low-voltage low-power current-mode CMOS computational circuits for implementing activation functions.- Conclusions.

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Author Information

Cosmin Radu Popa has appointed during his teaching activity, in the following positions (obtained from national contests): assistant professor (1997-2004), lecturer (2004-2012), associate professor (2012-2014) and professor (2014-to date) at the Faculty of Electronics, Telecommunications and Information Technology Bucharest from National University of Science and Technology Politehnica Bucharest, Romania. He is the course titular for the following disciplines: Analog Integrated Circuits, Circuits Intégrés, Electronic Devices and Circuits, Design Techniques for Analog VLSI Structures, Computer Aided Design of Microelectronic Circuits and Fundamentals of Electronics from the academic year 2003/2004 to date. His courses were taught in Romanian language, also in English and French languages, Cosmin Radu Popa teaching in his career many multinational student teams.   Cosmin Radu Popa has a research experience of over 28 years and a full time postdoctoral research experience of over 20 years, having an independent scientific and research activity of large international visibility. The most important results of this research activity has been focused in the publication as single author of three monographs at SPRINGER Publishing House (Superior-Order Curvature-Correction Techniques for Voltage References (2009 year), Synthesis of Computational Structures for Analog Signal Processing (2011 year) and Current-Mode Analog Nonlinear Function Synthesizer Structures (2013 year), also of other 5 books in the field of analysis and design of VLSI CMOS analog integrated circuits, as well as in the coordination of 7 research projects obtained in CEEX, IDEAS, CNCSIS and POSDRU competitions, or in participation as a member of the research team in other 14 research projects.   

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