Spiking Neural Networks: The Future of Brain-Inspired AI

Date: 11/06/2026, 6-7 PM (IST)

Name: Dr. Parijata Majumdar
Email: parijatamajumdar@tripurauniv.ac.in
Affiliation: ​Assistant Professor, Department of Information Technology, Tripura University.
Abstract:

Spiking Neural Networks (SNNs) are brain-inspired AI models that process information through discrete spikes, enabling energy-efficient and temporal computing. This talk covers SNN fundamentals, architectures, learning methods, and advantages in neuromorphic systems. It explores applications in vision, speech, robotics, healthcare, cybersecurity, autonomous systems, and IoT, while discussing neuromorphic hardware, current challenges, and future opportunities for next-generation intelligent technologies.

Видео Spiking Neural Networks: The Future of Brain-Inspired AI канала IEEE CS SBC IIT KGP