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Nithin Nagaraj

3 papers in the library · publishing 2016-2019

Papers

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Distinguishing Different Levels of Consciousness using a Novel Network Causal Activity Measure

bioRxiv Preprint Server July 29, 2019 Nikita Agarwal, Aditi Kathpalia, Nithin Nagaraj preprint

Characterizing consciousness, the inner subjective feeling that is present in every experience, is a hard problem in neuroscience, but has important clinical implications. A leading neuro-scientific approach to understanding consciousness is to measure the complex causal neural interactions in the brain. Elucidating the complex causal interplay between cortical neural interactions and the...

A novel perturbation based compression complexity measure for networks.

Heliyon February 1, 2019 Mohit Virmani, Nithin Nagaraj

Measuring complexity of brain networks in the form of integrated information is a leading approach towards building a fundamental theory of consciousness. Integrated Information Theory (IIT) has gained attention in this regard due to its theoretically strong framework. Nevertheless, it faces some limitations such as current state dependence, computational intractability and inability to be...

A Compression-Complexity Measure of Integrated Information

arXiv Preprint Archive August 23, 2016 Mohit Virmani, Nithin Nagaraj

Quantifying integrated information is a leading approach towards building a fundamental theory of consciousness. Integrated Information Theory (IIT) has gained attention in this regard due to its theoretically strong framework. However, it faces some limitations such as current state dependence, computationally expensive and inability to be applied to real brain data. On the other hand,...