Dr Gopal Srinivasan

Indian Institute of Technology Madras

Expertise

Dr Srinivasan’s research is focused on developing bio-plausible (neuromorphic) machine learning algorithms and hardware architectures to build energy-efficient and secure AI-based technologies.

Collaborative research project

Dr Srinivasan’s research project aims to harness the tenets of spike-based neuromorphic computing to develop energy-efficient and secure machine learning algorithms. Specific research foci will include:

1. Brain inspired Spiking Neural Networks (SNN) training algorithms
2. Bio-plausible SNN architectures
3. Neuro-inspired approaches for lifelong learning
4. Spike based neuromorphic computing for secure deep learning
5. Deep SNN architectures for improved energy efficiency during inference

University of Adelaide host

Associate Professor Said Al-Sarawi
School of Electrical and Mechanical Engineering
Faculty of Sciences, Engineering and Technology

More information about Dr Srinivasan.