Welcome to "NEUROMORPHIC SENSING AND COMPUTING ARCHITECTURE FOR NEXT-GEN AI HARDWARE" workshop, a hub for exploring neuromorphic engineering and brain-inspired systems shaping artificial intelligence hardware. Join scholars, researchers, and industry leaders to delve into large-scale neuromorphic computing through discussions and tutorial sessions focused on neuromorphic circuits. Discover the transformative potential of Neuromorphic Engineering and Intelligent Sensors here. Explore both theory and practical applications reshaping artificial intelligence hardware. This workshop drives groundbreaking advancements. Connect with experts, stay updated on innovations, and influence the future of brain-inspired computing paradigms.
Prepare to be captivated by our stellar lineup of experts and visionaries at the Neuromorphic sensing and computing architecture for next gen AI hardware workshop. Our panel of experts, selected from diverse areas within neuromorphic computing, comprises trailblazers and influential figures in their respective domains.
Director of International Center for Neuromorphic Systems, Western Sydney University
Washington University St. Louis
University of Texas, St Antonio USA
University of Manchester, UK
Indian Institute Of Science
Indian Institute Of Science
Indian Institute Of Science
This event caters to researchers, developers, engineers, entrepreneurs, and enthusiasts committed to advancing computational intelligence. Whether you're experienced or new to the field, this workshop ensures valuable insights and networking opportunities. Delve into the vast potential of neuromorphic computing, gain practical experience, access groundbreaking research, and establish connections that could redefine the future of technology.
Day-1 (19th January) |
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Session-I |
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| Inauguration (10:00 AM - 10:10 AM) | ||
| Time | Speaker | Title |
| 10:10 AM - 11:00 AM | Prof. Andre van Schaik | Neuromorphic Sensing and Computing at the International Centre for Neuromorphic Systems |
| 11:00 AM - 11:50 AM | Prof. Dhireesha Kudithipudi |
Continual Learning Systems with Neural Plasticity |
| Tea Break (11:50 AM - 12:05 PM) | ||
| 12:05 PM - 12:55 PM | Prof. Chandrasekhar Seelamantula | A Sampling Theoretic Framework for Neuromorphic Sensing |
| Lunch Break (12:55 PM - 02:00 PM) | ||
Session-II |
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| Time | Speaker | Description |
| 2:00 PM - 2:50 PM | Prof. Shantanu Chakrabartty | Quantum Tunneling, Synaptic Intelligence and Learning-in-Memory |
| 2:50 PM - 3:40 PM | Prof. Piotr Dudek | On-Sensor Computer Vision with Pixel-Parallel Processor Arrays |
| Tea Break (3:40 PM - 3:55 PM) | ||
| 3:55 PM - 4:45 PM | Prof. Chiranjib Bhattacharyya | A distributional approach to Datafree pruning |
| 4:45 PM - 5:30 PM | Prof. Chetan Singh Thakur | Processing in interconnect inspired by dendritic computation |
Day-2 (20th January) |
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Session-I |
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| Time | Activity | Description |
| 10:00 AM - 11:15 AM | Tutorial on SCAMP processor, by Prof. Piotr Dudek |
In-depth look at the SCAMP chip architecture, instruction set, microarchitecture and circuit implementation. |
| Tea Break (11:15 AM - 11:30 AM) | ||
| 11:30 AM - 1:00 PM | Tutorial on SCAMP processor, by Prof. Piotr Dudek |
Introduction to implementing algorithms on SCAMP pixel-parallel processor array. Programming techniques. Scamp API. Hands-on with SCAMP programming environment, simulator, and GUI. |
| Lunch Break (1:00 PM - 2:00 PM) | ||
Regrettably, registration for this event is now closed as we have reached full capacity.
