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.

https://web.iitd.ac.in/~debanjan/
https://snqai.wordpress.com/

Debanjan Bhowmik


https://in.linkedin.com/in/debanjan-bhowmik-90984b4b

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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