Homeworks of Neuroscience of Learning, Memory and cognition at Sharif University of Technology taught by Dr. Hamid Aghajan.
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HW 1 :
- 1 : Including Hudgkin-Huxley Model and diffrenet thnigs about it like diffrenet external stimuli, n-v plot, Firerate-I plot etc. You can check the file Report in the directory HW1 and see more with a lot of explanation.
- 2 : Leaky Integrate and Fire Neuron Model : A simple model and a real model with designing input current with poisson distribution, designing Inhibitory and Excitatory inputs etc. You can find more by checking the report in directory HW1.
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HW 2 :
- Part I : FitzHugh-Nagumo Model
- Part II : Winner takes all network
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HW 3 :
- Introduction and analysing Steinmetz dataset
- Theory question about MAP and ML estimations
- Stimulus-response power laws
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HW 4 :
- Digging more into the Steinmetz dataset.
- Probability theory questions including baysian theory.