IISc PhD Program 2020 in Brain and Artificial Intelligence
- Over the past decade or two, neurobiologists have made significant conceptual advances in our understanding of the brain through technical breakthroughs that have yielded unprecedented opportunities to gather large-scale structural and functional data.
- On the other hand, over the same period, computer scientists and electrical engineers have developed mathematical techniques and algorithms to address many questions in signal processing, machine learning and data analytics.
- These tools are not only helpful in advancing our understanding and emulating of brain function but also are radically transforming many applications in information and communication technologies, with significant implications for biological research methodologies as well.
- The rapidly expanding nature of these technical as well as conceptual advances, on both the neurobiological as well as the machine intelligence aspects, has necessitated specialized curricula that seamlessly integrate both disciplines.
- There is an acute need for students and scientists who understand the biological and engineering sides of this interdisciplinary area, to enable integrated innovation that ensures maximal cross-benefits.
- The goal of this Ph.D. programme in Brain and Artificial Intelligence (BAI) is to train students such that they are able to address significant research questions in brain, computation and machine intelligence.
- The theme governing the research training programme as well as the projects driving Ph.D. theses would be to blur the boundaries of disciplines and to provide wholesome training that spans all aspects of this interdisciplinary research area.
- The broader goal is also to foster synergistic interactions among neurobiologists and computer scientists and electrical engineers that would yield outstanding discoveries and inventions on this important research discipline.
Procedure to Apply
- If you are interested in this programme, please select Brain and Artificial Intelligence (BAI) as one of your preferred departments/programmes in the online application form.
- Selection is based on an interview process, and the list of projects and the faculty offering them will be available on this website close to the interview.
- Please browse through the website on the brain computation thematic group (https://braincomputation.iisc.ac.in/) for all the activities by this interdisciplinary group of faculty within IISc.
- Anybody with an MSc or comparable degree in any branch of Sciences or BE/BTech or comparable degree in any discipline or a 4-year Bachelor of Science degree.
Areas of Research
Brain-Inspired Artificial Intelligence; Machine Learning; Signal Processing; Theoretical and Computational Neuroscience; Cellular, Systems and Cognitive Neuroscience; Sensory Systems: Vision, Speech; High-Level Cognitive Processes: Learning, Attention, Decision Making; Brain-machine Interfaces; Neuromorphic Computation, Neuromorphic Hardware