- School of Computer Science and Engineering, Seoul National University
- Instructor: Prof. Byoung-Tak Zhang
- TA: Byoung-Hee Kim (Office : 302-314-1, Tel : 02-880-1847)
- Office hour: Mon 16:00~18:00, Wed 16:00~18:00
- Classroom: 302-209
- Time: Mon 09:00-10:30 and Wed 09:00-10:30
- Objectives
- To understand the principles of cognitive information processing in the human brain
- To get ideas on developing computational methods to imitate the human cognition, learning, and memory
- To acquire the theoretical and technical tools for application of artificial intelligence
- To understand the history and future prospects of bio-inspired artificial intelligence
- Textbook
- Artificial Intelligence: A New Synthesis, Nils J. Nilsson, Morgan Kaufmann, 1998. [AI]
- Cognitive Neuroscience: The Biology of the Mind, Third Edition, M.S. Gazzaniga, R.B. Ivry, and G.R. Mangun, Norton & Company, 2008. [CNS]
- References
- Hypernetworks: A molecular evolutionary architecture for cognitive learning
and memory, IEEE Computational Intelligence Magazine,
3(3):49-63, 2008. [IEEE-CIM, 2008]
- Molecular Nanobiointelligence Computers: Computer Science Meets Biotechnology, Nonotechnology, and Cognitive Science (in Korean), Communications of the Korea Information Science Society, 23(5):41-56, 2005.[NBIC, 2005]
- Hyperinteractionism: Investigations into Artificial Minds Beyond Symbolism, Connectionism, and Dynamicism (in Korean), Natural Science, 144-165, Summer 2005. [HI, 2005]
- Artificial Intelligence: Past, Present and Future (in Korean), In Computers in the 21st Century, Chap. 11, Kyohaksa, pp.176-200, 1998. [AI-PPF, 1998]
- Evaluation:
- three exams (60%)
- two small-scale projects (30%)
- presence and participation in discussion (10%)
- Projects:
- Project #1: Pattern Classification by Neural Networks (DUE: 15:00, Oct. 14)
- Project #2: Cross-modal Generation between Image and Text using Hypernetworks (DUE: 18:00, Dec. 2 ==> Due Date Extension: 16:00, Dec. 4. Refer the board)
Lecture Board
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