2014/02/05 by Carlos Pedro Gonçalves, Gonçalves, Carlos Pedro
Computer Science · Physics and Astronomy · #81P68 #82C32 #92B20 #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Neural and Evolutionary Computing (cs.NE) #Quantum Computing Algorithms and Architecture #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
paper · pdf · doi:10.48550/arxiv.1402.1141
openalex publication_date 2014/02/05 · openalex created_date 2022/10/01 · openalex updated_date 2026/07/28
Quantum cybernetics and its connections to complex quantum systems science is\naddressed from the perspective of complex quantum computing systems. In this\nway, the notion of an autonomous quantum computing system is introduced in\nregards to quantum artificial intelligence, and applied to quantum artificial\nneural networks, considered as autonomous quantum computing systems, which\nleads to a quantum connectionist framework within quantum cybernetics for\ncomplex quantum computing systems. Several examples of quantum feedforward\nneural networks are addressed in regards to Boolean functions' computation,\nmultilayer quantum computation dynamics, entanglement and quantum\ncomplementarity. The examples provide a framework for a reflection on the role\nof quantum artificial neural networks as a general framework for addressing\ncomplex quantum systems that perform network-based quantum computation,\npossible consequences are drawn regarding quantum technologies, as well as\nfundamental research in complex quantum systems science and quantum biology.\n