This chapter presents a multitude of analog function synthesizers (Popa EURASIP Journal on Advances in Signal Processing 2012:129, 2012;Popa Electronics 12:24, 2023;), developed for implementing in CMOS technology the sigmoidal activation functions, detailed and analyzed in Chap. 1 (unipolar and bipolar sigmoidal activation function, Einstein activation functions, hyperbolic tangent activation function and continuous-log sigmoid activation functions).

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Analysis and Design of Analog Function Synthesizers for Generating Sigmoidal Activation Functions

  • Cosmin Radu Popa

摘要

This chapter presents a multitude of analog function synthesizers (Popa EURASIP Journal on Advances in Signal Processing 2012:129, 2012;Popa Electronics 12:24, 2023;), developed for implementing in CMOS technology the sigmoidal activation functions, detailed and analyzed in Chap. 1 (unipolar and bipolar sigmoidal activation function, Einstein activation functions, hyperbolic tangent activation function and continuous-log sigmoid activation functions).