Workshop on Brain Modeling
From single neuron dynamics to oscillatory networks and large-scale brain system modeling.
Single Neuron Models
HH, Morris-Lecar, FitzHugh–Nagumo, Izhikevich models
Neural Networks
Deep learning & CNN applications in neuroscience
Oscillations
Phase plane analysis, rhythms & DONNs
Systems Modeling
Basal ganglia, hippocampus, fMRI network models
Workshop Schedule
Day 1 – Single Neuron Dynamics
- • Introduction to Computational Neuroscience
- • Single neuron signaling
- • HH, Morris-Lecar, FN & Izhikevich models
- • Practical sessions (PyTorch implementation)
Day 2 – Neural Networks
- • CNNs in motor, visual & auditory neuroscience
- • Deep neural networks & system organization
- • Practical sessions & mini project
Day 3 – Oscillations
- • Neural rhythms & measurement techniques
- • Phase plane analysis & limit cycles
- • Deep Oscillatory Neural Networks (DONNs)
- • Practical: xppaut & DONNs applications
Day 4 & 5 – Systems & Projects
- • Bilateral reaching networks (normal & stroke)
- • Basal ganglia model for DBS
- • Deep network model of hippocampal spatial cells
- • Oscillator network model of fMRI
Important Dates
Fee Structure
UG Students
₹3,000
PG / PhD Students
₹3,500
Professionals
₹4,000
International
$45
Participant Feedback
Anonymous feedback from previous workshop participants
Thank you so much for this workshop. It was incredibly informative and I learned a lot throughout the five days. Both the theory and practical portions were fascinating to explore.
It was beautifully organised with the right balance between theory and hands-on sessions.
As a bachelor's student in neuroscience, this was the most helpful learning experience I've had.
This workshop gave me direction on how to start modelling. Learning from Prof. Srinivasa Chakravarthy and interacting with fellow attendees was an amazing experience.
The neuron models were incredibly intriguing. Being able to simulate what happens in the brain felt amazing.
Ready to Model the Brain?
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