gradProject

Optimization of neuron models using RL graduation project

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To-do

• URGENT Add Logging.
• URGENT Add the support for more optimizers.
• Generalize FiveCompModel() class to support any neuron model.
• Develop the project's GUI.

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Meetings

1. meeting 1 : 16 Nov 2020 :<
2. meeting 2 : 29 Dec 2020
   • Discussed Input Resistance and time constant Measurement
   • VID_0
   • VID_1
3. meeting 3 : 08 Jan 2021
   • Discussed ... FILL ME LATER

Recorded Meetings

• All recoded meetings are HERE

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Books

"Here are three books for you, but again I only recommend using them as a reference not for study":

Google drive Link

• one for NEURON
• one for physiology
• one for computational Modeling in Neuroscience

Papers

• Neurofitter: A parameter tuning package for a wide range of electrophysiological neuron models

Links

YT talk: Using Neuron + Python for parallel simulation

Neuronal parameter optimization Problem Statement