Shreyan works on neuromorphic computing, its theory and applications. His primary focus is on using the low power and low latency benefits of spiking neural networks (SNNs) in approaching data-driven control problems related to automation and robotics. He also works on structural health monitoring of electrical and mechanical systems using neuromorphic architectures.An electrical engineering graduate as he is, Shreyan’s expertise lies in control engineering and reinforcement learning.
Email: (opens in a new window)shreyan.banerjee@ucdconnect.ie