Here, we provide the hands-on opportunity to learn and practice state-of-the-art implementations related to tinyML and neuromorphic systems. We invite researchers, faculty members, industry professionals, and students to participate and provide their feedback.
These systems mimic neuro-biological architectures present in the nervous system using physical artificial neurons (made from silicon) to do computations. It is the intersection of Neurophysiology, Computer Science and Electrical Engineering.
tinyML is a field of study in Machine Learning and Embedded Systems that explores the types of models which can run on small, low-powered devices like microcontrollers. It enables low-latency, and low power model inference at edge devices.
Day-1 (10th June) |
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Session-I |
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Inauguration (09:30 AM - 09:45 AM) | ||
Time | Speaker | Title |
09:45 AM - 10:30 AM | Prof. Baranidharan Raman | Olfactory Pattern Recognition in a Tiny Insect Brain |
10:30 AM - 11:15 AM | Prof. Shantanu Chakrabartty | Neuromorphic tinyML design using Sparsity and Energy Balance Principles |
Tea Break (11:15 AM - 11:30 AM) | ||
11:30 AM - 12:15 PM | Prof. Arun SP | How does the brain crack CAPTCHAs? |
12:15 PM - 01:00 PM | Prof. Chetan Singh Thakur | Neuromorphic tinyML Systems for Energy-Efficient Edge Devices |
Lunch Break (01:00 PM - 02:00 PM) | ||
Session-II |
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Time | Activity | Description |
02:00 PM - 02:30 PM | Introduction To Projects | A brief introduction about various projects will be given. |
02:30 PM - 02:45 PM | Team Formation | Participants will be grouped into teams as per their interests. |
02:45 PM - 05:00 PM | Hands-on | Participants will do some hands-on projects on hardware/software. |
Day-2 (11th June) |
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Session-I |
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Time | Activity | Description |
9:30 AM - 01:00 PM | Hands-on Contd.. | Participants will continue to work on the selected projects. |
Lunch Break (01:00 PM - 02:00 PM) | ||
Session-II |
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Time | Speaker | Title |
02:00 PM - 04:00 PM | Hand-on Contd.. | Participants will continue to work on the selected projects. |
04:00 PM - 05:00 PM | Presentation | Participants will present/demonstrate the demo. |
NeuRonICS Lab, 2nd floor, Department of Electronic Systems Engineering, IISc, Bangalore, Karnataka, India.
Kindly drop your queries to below mail-id. We will be happy to help.
neuromorphic.tinyml@gmail.com