Applications of Quantum Field Theory to Problems in Machine Learning
eBook - ePub

Applications of Quantum Field Theory to Problems in Machine Learning

Advanced Techniques Based on Path Integrals

  1. 375 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Applications of Quantum Field Theory to Problems in Machine Learning

Advanced Techniques Based on Path Integrals

About this book

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, and also includes:

  • Comprehensive analysis of quantum neural networks through renormalization techniques and supersymmetric field theory applications in computational modeling
  • Investigation of quantum field dynamics with noise integration, filtering mechanisms, and scattering processes in curved spacetime environments
  • Study of adaptive beamforming methodologies combined with quantum neural networks for brain modeling and evolving field system applications
  • Examination of mixed-state dynamics in superstring theory frameworks with emphasis on quantum noisy fields and supersymmetric effects
  • Analysis of extended Kalman filter integration with quantum neural networks for transmission line control and field estimation optimization

The work explores extended Kalman filter methodologies for transmission line control, field estimation, and symmetry-broken dynamics in signal processing systems for advanced computational modeling applications.

This title has been co-published with Manakin Press. T&F does not sell or distribute the print editions in Bangladesh, Bhutan, India, Nepal, Pakistan, and Sri lanka.

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Information

Publisher
CRC Press
Year
2026
Print ISBN
9781041281252
eBook ISBN
9781040930366

Table of contents

  1. Cover Page
  2. Half Title page
  3. Title Page
  4. Copyright Page
  5. Preface
  6. Table of Contents
  7. 1. QNN Using Renormalization of Fields and Supersym-metric Field Theory
  8. 2. Quantum Neural Networks: Scattering, Superconductivity, MRI, and EEG Modelingy
  9. 3. QNNs with Noisy Harmonic Oscillators, Strings, and Gravitational Control
  10. 4. Adaptive Beamforming and QNNs for Evolving Brain and Field Models
  11. 5. Quantum Noisy Fields and Supersymmetric Effects: QNNs with Mixed-State Dynamics in Superstring Theory
  12. 6. Quantum Fields, Signal Theory, and QNNs via Symmetry-Broken Dynamics
  13. 7. Quantum Field Theory with Noise, Filters, Scattering, and Curved Spacetime
  14. 8. Quantum Field Theory with Noise, Filters, Scattering, and Curved Spacetime
  15. 9. QNNs and EKF for Transmission Line Control and Field Estimation

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Yes, you can access Applications of Quantum Field Theory to Problems in Machine Learning by Harish Parthasarathy in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Quantum Theory. We have over 1.5 million books available in our catalogue for you to explore.