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Published byHomer Brooks Modified over 9 years ago
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Chapter 1. Introduction in Creating Brain-like intelligence, Sendhoff et al. Course: Robots Learning from Humans Bae, Eun-bit Otology Laboratory Seoul National University Hospital Interdisciplinary program in Neuroscience Seoul National University
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Contents What is Brain-Like Intelligence? Role of the Environment Theoretical neuroscience Information Structure & Dynamics Summary 2
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What is Brain-Like Intelligence? Artificial intelligence ▪ Classical AI Searching engines, logical reasoning systems Expert system NOT Natural Environments Computational intelligence ▪ Neural networks Suzuki et al. ▪ Evolutionary computation Elfwing et al. ▪ Fuzzy systems Sporns et al.
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What is Brain-Like Intelligence? Pragmatic intelligence = Selected intelligence ▪ is required for The expression of behaviours Available under all circumstances Autonomous control of the body Adapts and Learns
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Role of the Environment Information of evolution and development Information - Influencing development - Contributing to learning and adaptation - Learning from a systems perspective
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Theoretical neuroscience Information theory Entropy Thermodynamics Structure Dynamics
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Summary Brain- like Intelligence The result of interaction between control, body and environment Recent years Brain-like Intelligence Autonomous mental development Cognitive architectures Brain based devices
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