Quantum Computing Algorithms for Artificial Intelligence

by Amit Ray

The field of quantum computing and deep machine learning algorithms are undergoing a rapid expansion. There are number of breakthrough applications in recent years. The main aim of the book is to bridge classical and quantum machine learning algorithms within a unified framework of the latest development on quantum computers. The book examined limitations and advantages of different machine learning algorithms in classical and quantum computing frameworks. It explained the ways to leverage the quantum properties of superposition, entanglement, and tunneling in the context of machine learning and artificial intelligence applications. The book explained in depth the concepts of Quantum Algorithms, Quantum Programming, Quantum Neural Networks, Quantum Parametric Circuits, Quantum back-propagation principles, Quantum Support Vector Machines, Quantum CNN, Quantum Restricted Boltzmann Machines, Quantum LSTM, Quantum RNN, Quantum Deep Learning and Quantum Reinforcement Learning. It also explains the details of Quantum Principal Component Analysis, Quantum State Learning, Quantum Meta-Learning (QML), Quantum Dynamical Descent (QDD), Quantum Approximate Optimization Algorithm (QAOA), Quantum Adiabatic Algorithm (QAA). Finally, the book discuses the Quantum Learning in different hybrid architectures.

Genres: Artificial Intelligence

Paperback

About the author

Amit Ray is an enlightened spiritual master in the Himalayan Yoga and Vipassana tradition. His discoveries of the 114 chakras, quantum attention function, and compassionate artificial intelligence have made him famous. He began sharing his experiences after a series of transformative spiritual awakening. He is a man who attained complete realization of the Infinite. He is a man of compassion and love.
In his Himalayan Centre at Uttarkashi, he lives a life dedicated to meditation and yoga. He is author of several books on meditation, compassion, yoga, quantum computing, Artificial Intelligence and other topics.
Amit Ray, as a scientist, after doing his PhD in artificial intelligence and computational neuroscience, conducted many research in the areas of intelligence, quantum theory and the nature of consciousness. He worked in India, USA and UK for about 15 years. He has implemented many complex and large-scale AI projects across the world. With a spiritual bent of mind from his very childhood, he undertook intense practices in meditation from when he was a child. In his later years, many mystical experiences prompted him to dedicate his life for the search of truth. He taught that true freedom is possible for everyone of us.