Towards Brain-like Information Processing based on Quantum Cognitive Computing

分类： 物理学 >> 普通物理:统计和量子力学,量子信息等 分类： 计算机科学 >> 计算机科学的集成理论 提交时间： 2017-03-15

Dawei Song

摘要： As the next stage of Artificial Intelligence, Brain-like Intelligent Computing will be considered as a fundamental role in the forthcoming China Brain Project. Researchers have tried to use the brain frame structure and the brain functions, aiming at developing a new generation of information theory and computational methods (such as a new generation of artificial intelligence systems). Different from the traditional information processing based on the classical physics and logics, the human brain should rely on a deeper level physics (such as quantum mechanics) to process information, generate awareness and consciousness. The project will try to exploit quantum information theory in the human cognition related information interaction and processing models. The overall research goal is: in typical information interaction scenarios (such as exploratory information access and natural language understanding), modeling the non-classical (quantum or quantum-like) experimental phenomenon, developing quantum models of cognitive behavior, and establishing a new framework of brain-like information interaction model, with the application in typical tasks for information interaction scenarios.

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