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Quantum artificial intelligence with Qiskit / Andreas Wichert
Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Boca Raton : CRC Press, 2024Description: 1 Online-RessourceISBN:- 1003374409
- 9781003828273
- 1003828272
- 9781003828327
- 1003828329
- 006.3 23/eng/20240409
- Q335
Contents:
Summary: "Quantum Artificial Intelligence (QAI) is a new interdisciplinary research field that combines quantum computing with Artificial Intelligence (AI), aiming to use the unique properties of quantum computers to enhance the capabilities of AI systems. 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. Introducing symbolical quantum algorithms, sub symbolical quantum algorithms and quantum Machine Learning (ML) algorithms, this book explains each process step-by-step with associated QISKIT listings. All examples are additionally available for download at https://github.com/andrzejwichert/qai. Allowing readers to learn the basic concepts of quantum computing on their home computer, this book is accessible both the general readership as well as students and instructors of courses relating to computer science and artificial intelligence"--PPN: PPN: 1907960694Package identifier: Produktsigel: ZDB-4-NLEBK | BSZ-4-NLEBK-KAUB
Artificial intelligence -- Quantum physics and quantum computation -- Qiskit -- Quantum gates -- Grover's amplification -- SAT problem -- Symbolic state representation -- Quantum production system -- 3 puzzle -- 8 puzzle -- Blocks world -- Basis encoding of binary vectors -- Quantum associative memory -- Quantum lernmatrix -- Amplitude encoding -- Quantum kernels -- qRAM -- Phase estimation -- Quantum perceptron -- HHL -- Hybrid approaches : variational classification.
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