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Program

Day 1 
Date: 30th, July, 2020
Place: R220, Life Science Building II, NTHU
 Time  Speaker Title
09:00-09:25 Registration
09:25-09:30 Opening Remarks
09:30-12:00 Prof. Hsiao-Ching Yang (楊小青) Unraveling How CYP450 Channel Drives Stepwise Translocation and Optimal Binding of Prostaglandin H₂ for Cyclization
12:00-13:00 Lunch
13:00-14:00 Prof. Lee-Wei Yang (楊立威) First-principle and data driven approaches to study life in the molecular level
15:10-15:30 Snack/Coffee Break
15:30-16:30 Prof. Lee-Wei Yang (楊立威) First-principle and data driven approaches to study life in the molecular level
16:30- Discussion





Date: 31st, July, 2020
 Time  Speaker Title
09:00-09:30 Registration
09:30-11:30 Prof. Chung-Chuan Lo (羅中泉) Neuron and synapse models
授課內容：
(1) Basics of neuron and synapse
(2) The leaky integrate-and-fire model
(3) Models of chemical synapses
(4) Simple neural circuits
實作內容：
(1) Tutorial on Neuronify
(2) Basic interaction and circuits
(3) Built your own circuits
11:30-13:00 Discussion /Lunch (12:00-13:00)
13:00-15:00 Prof. Hsiu-Hau Lin (林秀豪) Associative Memory and Hopfield Network
授課內容：
(1) Memory and its three key processes: register, retain and retrieve.
(2) Bit-based memory versus synapse-based memory.
(3) Hopfield neural network -- how partial inputs can recall the correct memory.
實作內容：
(1) Hopfield neural network (HNN) program (demo)
(2) Memory storage in HNN
(3) Memory retrieval with noises in HNN
15:00-15:20 Snack/Coffee Break
15:20-17:20 Prof. Chi-Tin Shih (施奇廷) 大腦網路結構分析
1.什麼是大腦的網路?
2.如何用數學表達大腦網路?圖論(graph theory)簡介
3.如何找出網路的核心(們)？
4.拆解網路的組織構造
實作內容：
(1) 神經網路結構分析(使Brain connectivity toolbox )
17:20-18:00 Discussion