Applications of Quantum Field Theory to Problems in Machine Learning: Advanced Techniques Based on Path Integrals

By: Parthasarathy, Harish

This book examines quantum neural networks through renormalization techniques, supersymmetric field theory, and noisy harmonic oscillator systems. The book's analysis covers adaptive beamforming applications, brain modeling, gravitational control mechanisms, and mixed-state dynamics in superstring theory.

• Format: Hardcover
• Language: English
• ISBN: 1041281250
• ISBN13: 9781041281252
• Release Date: May 2026
• Publisher: CRC Press
• Length: 376 Pages
• Weight: 1.60 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"