Quantum Machine Learning Quotes

“Simulating the behavior of 100 billion neurons of human brain is not feasible by classical computer but quantum machine learning promises to fulfill that requirement.”
― Amit Ray, Quantum Computing Algorithms for Artificial Intelligence

“Quantum machine learning promises to discover the optimal network topologies and hyperparameters automatically without human intervention.”
― Amit Ray, Quantum Computing Algorithms for Artificial Intelligence

“Quantum Machine Learning is defined as the branch of science and technology that is concerned with the application of quantum mechanical phenomena such as superposition, entanglement and tunneling for designing software and hardware to provide machines the ability to learn insights and patterns from data and the environment, and the ability to adapt automatically to changing situations with high precision, accuracy and speed. ”
― Amit Ray, Quantum Computing Algorithms for Artificial Intelligence

“The beauty of quantum machine learning is that we do not need to depend on an algorithm like gradient descent or convex objective function. The objective function can be nonconvex or something else.”
― Amit Ray, Quantum Computing Algorithms for Artificial Intelligence

“Quantum attention functions are the keys to quantum machine learning.”
― Amit Ray, Quantum Computing Algorithms for Artificial Intelligence

“Universe is like a soup of consciousness. Brain is just a receiver. Awareness is continuously transforming thoughts into matter.”
― Amit Ray, Enlightenment Step by Step

“Just a dozen of high quality qudits will be sufficient to simulate the state of 100 billion neurons of human brain for quantum machine learning.”
― Amit Ray, Quantum Computing Algorithms for Artificial Intelligence

“Errors per qubit per quantum gate can be handled more efficiently by machine learning techniques. For quantum error correction deep learning algorithms provides greater promises.”
― Amit Ray, Compassionate Artificial Superintelligence AI 5.0

“Six qudit virtual photon simulator is our first approach to develop the behavior of 100 billion neurons and to build the core quantum machine learning platform.”
― Amit Ray, Quantum Computing Algorithms for Artificial Intelligence

“Quantum metamorphosis is the process of transformation of nothingness into consciousness, time, space, energy and matter. It is the process of forming the quanta - the matter fields, whose quanta are fermions and the force fields whose quanta are bosons .”
― Amit Ray, Quantum Computing Algorithms for Artificial Intelligence

“In Hilbert space, the classical states are just in one corner of the room, quantum attention functions are in the middle, and they are the matrix of cosmic functions that can collapse any other quantum wave function and transform the non-classical states into classical states in the Hilbert space.”
― Amit Ray, Quantum Attention Function Theory

“The quantum attention function can reduce a wave instantaneously to a tiny local region. The wave function evolves naturally, without an observer, from a mix of states into a single, well-defined state. To measure we introduced a matrix of extra non-linear mathematical components known as attention function, which rapidly promotes one state at the expense of others, in a stochastic way.”
― Amit Ray, Quantum Attention Function Theory