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NCTS Student Seminar in Dynamical Systems and Neural Networks
Time: August 5 - 27, 2020
Room: R509, Cosmology Building, NTU
Organizers: Chih-Hung Chang ( National University of Kaohsiung)

This seminar focuses on the topological behavior of dynamical systems on groups. There are four topics, including the symbolic dynamics on free groups, cellular automata on abelian groups, and the applications of neural networks on natural language processing and reinforcement learning.

Talk List
15:00 - 16:00 , August 27 , 2020
( Thursday )
Speech Processing: Statistical Constituency Parsing
Min-Hung Wu ( National University of Kaohsiung )
14:00 - 15:00 , August 27 , 2020
( Thursday )
Reinforcement Learning-AlphaGO Zero
Si-You Qian ( National University of Kaohsiung )
15:00 - 16:00 , August 26 , 2020
( Wednesday )
Some Application to Real-world Scenarios
Jing-Wei Wang ( National University of Kaohsiung )
14:00 - 15:00 , August 26 , 2020
( Wednesday )
A Simulation Theorem for Actions of Finitely Generated Groups
Ya-Chu Yang ( National University of Kaohsiung )
15:00 - 16:00 , August 20 , 2020
( Thursday )
Speech Processing: Constituency Grammars and Constituency Parsing
Min-Hung Wu ( National University of Kaohsiung )
14:00 - 15:00 , August 20 , 2020
( Thursday )
Reinforcement Learning- Inverse Reinforcement Learning
Si-You Qian ( National University of Kaohsiung )
15:00 - 16:00 , August 19 , 2020
( Wednesday )
Introduction to Laurent Polynomials
Jing-Wei Wang ( National University of Kaohsiung )
14:00 - 15:00 , August 19 , 2020
( Wednesday )
Introduction to Simulation Theorems
Ya-Chu Yang ( National University of Kaohsiung )
15:00 - 16:00 , August 13 , 2020
( Thursday )
Speech Processing: Encoder-Decoder Models, Attention and Contextual Embeddings
Min-Hung Wu ( National University of Kaohsiung )
14:00 - 15:00 , August 13 , 2020
( Thursday )
Reinforcement Learning-Continuous Action Space
Si-You Qian ( National University of Kaohsiung )
15:00 - 16:00 , August 12 , 2020
( Wednesday )
Dynamical Properties and Decidability
Jing-Wei Wang ( National University of Kaohsiung )
14:00 - 15:00 , August 12 , 2020
( Wednesday )
Free Actions and Densities in Sub-shifts
Ya-Chu Yang ( National University of Kaohsiung )
15:00 - 16:00 , August 6 , 2020
( Thursday )
Speech Processing: Part-of-Speech Tagging and Sequence Processing with Recurrent Network
Min-Hung Wu ( National University of Kaohsiung )
14:00 - 15:00 , August 6 , 2020
( Thursday )
Reinforcement Learning-Actor Critic
Si-You Qian ( National University of Kaohsiung )
15:00 - 16:00 , August 5 , 2020
( Wednesday )
Higher-order Cellular Automata and Linear Cellular Automata and with Basic Knowledge
Jing-Wei Wang ( National University of Kaohsiung )
14:00 - 15:00 , August 5 , 2020
( Wednesday )
Basic Knowledge of Shift Space on Groups
Ya-Chu Yang ( National University of Kaohsiung )
 
 
 
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