Next-generation AI using Neuromorphic Computing & Spintronics – Prof Debanjan Bhowmik #251
#Spintronics, #NeuromorphicComputing and #QuantumComputing:
Prof Debanjan Bhowmik’s research group at IIT Bombay SPIN-NEURO-QUANTUM AI group focuses on emerging device and computing technologies for AI. primarily affiliated with the Department of Electrical Engineering, IIT Bombay & associated with the Centre for Semiconductor Technologies (SemiX), Centre for Quantum Information Computer Science and Technology (CQuICST), and Centre for Machine Intelligence and Data Science (CMINDS), IIT Bombay. We also strongly collaborate with students and faculty at the Department of physics and the Department of Electrical Engineering at IIT Delhi.
Time Stamp 0:00 to 03:24- Intro, background, neuromorphic vs classical computing 03:24 to 06:10- how spintronics is being leveraged for neuromorphic computing 06:10 to 08:08- magnetic skyrmion vs domain wall synapse device for neuromorphic computing 08:08 to 12:11- IIT Delhi and IIT Bombay partnership in Spintronics-Based Neuromorphic Hardware 12:11 to 15:01- advantages of neuromorphic computing vs classical computing & its applications 15:01 to 18:10-Would neuromorphic computing lead to building generally intelligent computers 18:10 to 18:57- Capabilities of the IIT Delhi & IIT Bombay neuromorphic hardware 18:57 to 21:29-Neuromorphic research in India 21:29 to 22:44- applications of neuromorphic computing and advice to students 22:44 to 26:21- what is a quantum computer 26:21 to 30:47- building quantum algorithms 30:47 to 32:15- India’s R&D in Quantum Computing 32:15 to 33:48- Career opportunity Neuromorphic vs quantum computing 33:48 to 35:30- roadblocks in building artificial general intelligence 35:30 to 38:35- Upsides of multi-disciplinary learning & understanding 38:35 to 44:46 – Future of Neuromorphic computing
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