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This book provides a cohesive overview of the field of QAI, providing the tools for readers to create and manipulate quantum programs on devices as accessible as a laptop computer.
This book provides a cohesive overview of the field of QAI, providing the tools for readers to create and manipulate quantum programs on devices as accessible as a laptop computer.
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Autorenporträt
Andreas Wichert studied computer science at the University of Saarland, where he graduated in 1993. He studied Philosophy and Computer Science in the University Ulm. 1999 he made his Bachelor in Philosophy and 2000 PhD in Computer Science. He is an assistant professor with habilitation at Department of Computer Science and Engineering, University of Lisbon where he is as well lecturing about machine learning and quantum computation. His research focuses on neuronal networks, cognitive systems and quantum computation. He published six books and over hundred scientific articles.
Inhaltsangabe
Preface Author Bio Chapter 1 Artificial Intelligence Chapter 2 Quantum Physics and Quantum Computation Chapter 3 Qiskit Chapter 4 Quantum Gates Chapter 5 Grover's Amplification Chapter 6 SAT Problem Chapter 7 Symbolic State Representation Chapter 8 Quantum Production System Chapter 9 3 Puzzle Chapter 10 8 Puzzle Chapter 11 Blocks World Chapter 12 Five Pennies Nim Game Chapter 13 Basis Encoding of Binary Vectors Chapter 14 Quantum Associative Memory Chapter 15 Quantum Lernmatrix Chapter 16 Amplitude Encoding Chapter 17 Quantum Kernels Chapter 18 qRAM Chapter 19 Quantum Fourier Transform Chapter 20 Phase Estimation Chapter 21 Quantum Perceptron Chapter 22 HHL Chapter 23 Hybrid Approaches - Variational Classification Chapter 24 Conclusion Bibliography Index
Preface Author Bio Chapter 1 Artificial Intelligence Chapter 2 Quantum Physics and Quantum Computation Chapter 3 Qiskit Chapter 4 Quantum Gates Chapter 5 Grover's Amplification Chapter 6 SAT Problem Chapter 7 Symbolic State Representation Chapter 8 Quantum Production System Chapter 9 3 Puzzle Chapter 10 8 Puzzle Chapter 11 Blocks World Chapter 12 Five Pennies Nim Game Chapter 13 Basis Encoding of Binary Vectors Chapter 14 Quantum Associative Memory Chapter 15 Quantum Lernmatrix Chapter 16 Amplitude Encoding Chapter 17 Quantum Kernels Chapter 18 qRAM Chapter 19 Quantum Fourier Transform Chapter 20 Phase Estimation Chapter 21 Quantum Perceptron Chapter 22 HHL Chapter 23 Hybrid Approaches - Variational Classification Chapter 24 Conclusion Bibliography Index
