BRAIN COMPUTATION AND DATA SCIENCE @ IISc
MEMBERS
Chetan Singh Thakur, ESENeuromorphic computing, mixed signal VLSI systems, computational neuroscience, probabilistic signal processing, and machine learning. |
Rajesh Sundaresan, ECECommunication, computation, and control over networks, decentralised algorithms over graphs and networks, network analytics, information geometry. |
Partha Pratim Talukdar, CDS/CSAMachine learning, natural language processing, data integration, cognitive science. |
Dr. Mayank Shrivastava, ESENano Electronics |
T.V. Sreenivas, ECEAuditory Modelling/Spectral Estimation/AM-FM Decomposition, Speech and Audio(Music) Modelling, Compression, Watermarking; Robust Speech Recognition using HMMs and NNs |
Yogesh Simmhan, CDSCloud and Edge Computing, Distributed Graph Processing Platforms and Elastic Stream Processing |
Sujit Kumar Sikdar, MBUMembrane and Cellular Biophysics, Ion-Channels and Cellular Neuroscience |
Chandra Sekhar Seelamantula, EEBio-inspired speech/audio processing, Image processing, Biomedical Imaging, Sampling theories, Optical imaging, Sparse signal processing, Image processing for healthcare applications. |
P.S. Sastry, EEPattern recognition, computational neuroscience, temporal data mining |
Supratim Ray, CNSNeural mechanisms of gamma oscillations, Origins of various brain signals such as local field potential (LFP), electrocorticogram (ECoG) and EEG in both humans and non-human primates |
A G Ramakrishnan, EEAuditory Neuroscience, Machine Learning and Pattern Recognition, Speech Processing, Optical Character Recognition, Machine Listening, Medical Image Processing, and Speech Synthesis |
Rishikesh Narayanan, MBUrishi@iisc.ac.in |
Chandra R. Murthy, ECEDigital signal processing, information theory, estimation theory |
Dr. Aditya Murthy, CNSBRAIN MECHANISMS OF MOTOR CONTROL |
Prasanta Kumar Ghosh, EEHuman speech communication, signal and information processing, machine learning, text analytics |
Sriram Ganapathy, EESignal processing, machine learning, deep learning and neuroscience |
Sridharan Devarajan, CNSCognition, Computation and Behaviour |
Arnab Bhattacharyya CSAAlgorithms for big data, computational complexity, and computational models for natural systems |
SP Arun, CNSVisual perception, object recognition |
Bharadwaj Amrutur, CENSEMiddleware for Cyberphysical Systems, Smart Cities, Micro-Nano Electronics, Neuroelectronic Hybrid Systems |
Ambedkar Dukkipati, CSAInformation theory, statistical learning, computational algebra |