His research interests include Integrated Information theory of Consciousness, modeling transmission of information in the brain, and complexity analysis of brain networks. He is currently interested in theoretical and experimental investigation of integrated information and complexity of brain networks.
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Nithin Nagaraj Consciousness Studies Measuring consciousness in the clinic In: Biomedical and Clinical Engineering for Healthcare Advancement edited by N. Sriraam IGI Global, 2020, pp. 66-77. 2020 |
| Nithin Nagaraj, Pranay SY co-authored Consciousness Studies Causal discovery using compression-complexity measures Journal of Biomedical Informatics 117(103724) 1 January 2021 Journal Articles |
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| Nithin Nagaraj Consciousness Studies Time-reversibility, causality and compression-complexity Entropy 23(3): 327. 1 January 2021 Journal Articles |
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| Nithin Nagaraj co-authored Consciousness Studies Evolution of novel activation functions in neural network training of astronomy data: habitability classification of exoplanets The European Physical Journal 229(16): 2629-2738. 1 January 2020 Journal Articles |
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| Nithin Nagaraj co-authored Consciousness Studies ISCG: An intelligent sensing and caption generation system for object detection and captioning using deep learning International Journal of Intelligent Information Technologies 16(4): 51-67 1 January 2020 Journal Articles |
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| Nithin Nagaraj co-authored Consciousness Studies Chaos or randomness? effect of vagus nerve stimulation during sleep on heart-rate variability IETE Journal of Research 1 January 2020 Journal Articles |
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| Harikrishnan N B, Nithin Nagaraj co-authored Consciousness Studies A novel chaos theory inspired neuronal architecture IEEE Conference on Global Conference for Advancement in Technology (IEEE GCAT), Bengaluru, 18 October 2019 18 October 2019 Journal Articles |
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Nithin Nagaraj, Aditi Kathpalia co-authored Consciousness Studies Causal stability and synchronization Chaos: An Interdisciplinary Journal of Nonlinear Science (Fast-track), (Sep) 29: 091103, 2019 29 September 2019 Journal Articles |
| Nithin Nagaraj, Aditi Kathpalia co-authored Consciousness Studies Data-based intervention approach for complexity-causality measure Peeri Computer Science (May)5: e196. 5 May 2019 Journal Articles |
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| Harikrishnan N B, Nithin Nagaraj co-authored Consciousness Studies ChaosNet: A chaos based artificial neural network architecture for classification Chaos: An Interdisciplinary Journal of Non-linear Science 29 (11):113125 (17 pages) 1 January 2019 Journal Articles |
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Harikrishnan N B, Aditi Kathpalia, Nithin Nagaraj, Snehanshu Saha Consciousness Studies ChaosNet: A chaos based artificial neural network architecture for classification Chaos: An Interdisciplinary Journal of Non-linear Science 29 (11):113125 (17 pages), 2019 1 January 2019 Journal Articles |
| Nithin Nagaraj, Harikrishnan N B co-authored Consciousness Studies When Noise meets Chaos: Stochastic Resonance in Neurochaos Learning arXiv:2102.01316 [q-bio.NC], March 2021. 2021 |
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| Nithin Nagaraj, Pranay SY co-authored Consciousness Studies Causal Discovery using Compression-Complexity Measures arXiv:2010.09336v3 [cs.LG], October 2020. 2020 |
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| Nithin Nagaraj co-authored Consciousness Studies A Neurochaos Learning Architecture for Genome Classification arXiv:2010.10995 [cs.NE], October 2020. 2020 |
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Tejal Kanitkar, Nithin Nagaraj, Narendar Pani, Tarun Menon, Srikumar M Menon Towards an Institutional Strategy for the Study of Sustainability Reports, 2020, (NIAS/U/RR/09/2020) 2020 |
| Nithin Nagaraj, Karthi Balasubramanian co-authored Consciousness Studies Automatic identification of SARS Coronovirus using compression-complexity measures bioRXiv, 27 March. 2020 |
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| Narendar Pani, Nithin Nagaraj co-authored Consciousness Studies Towards an Institutional Strategy for the Study of Sustainability (NIAS/U/RR/09/2020) 2020 |
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| Nithin Nagaraj, Aditi Kathpalia co-authored Consciousness Studies Measuring causality: the science of cause and effect arXiv:1910.08750v1 (Stat.ME), 19 October. 2019 |
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| Nithin Nagaraj Consciousness Studies Distinguishing different levels of consciousness using a novel network causal activity measure IEEE Conference on Global Conference for Advancement in Technology (IEEE-GCAT). Bengaluru, 18th October 2019 2019 |
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Nithin Nagaraj, Harikrishnan N B Consciousness Studies When Noise meets Chaos: Stochastic resonance in Neurochaos Learning Neural Networks, Volume 143, June 2021, Pages 425-435. ISSN 0893-6080 1 June 2021 |
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Nithin Nagaraj, Pranay SY Consciousness Studies Causal Discovery using Compression-Complexity Measures Journal of Biomedical Informatics, in press (published online), Volume 117, May 2021, 103724 1 May 2021 |
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Aditi Kathpalia, Nithin Nagaraj Consciousness Studies Time-Reversibility, Causality and Compression-Complexity Entropy 2021, 23(3), 327 10 March 2021 |
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Roddam Narasimha, Nithin Nagaraj, Shailaja Sharma On the NIAS Logo NIAS 2021, NIAS/HUM/MHI/U/SP/08/2021 1 March 2021 Special Publications |
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Aditi Kathpalia, Nithin Nagaraj Consciousness Studies Measuring Causality: The Science of Cause and Effect Resonance-Journal of Science Education, Volume 26, Issue 2, February 2021, pp. 191-210 2 February 2021 |
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Nithin Nagaraj, Snehanshu Saha, Archana Mathur, Rahul Yedida, Sneha H R Consciousness Studies Evolution of novel activation functions in neural network training for astronomy data: Habitability classification of exoplanets Eur. Phys. J. Spec. Top. 229, 2629–2738, November 2020 9 November 2020 |
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Nithin Nagaraj, Harikrishnan N B, Pranay SY Consciousness Studies A Neurochaos Learning Architecture for Genome Classification arXiv:2010.10995 [cs.NE], October 2020 1 October 2020 |
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Nithin Nagaraj, Aahan Singh, Srinidhi Hiriyannaiah, Lalit Mohan Patnaik Consciousness Studies ISCG: An Intelligent Sensing and Caption Generation System for Object Detection and Captioning Using Deep Learning International Journal of Intelligent Information Technologies (IJIIT) 16(4), pp. 51-67. 24 Sep. 2020 24 September 2020 |
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Nithin Nagaraj, Karthi Balasubramanian, Sandipan Pati Consciousness Studies Chaos or Randomness? Effect of Vagus Nerve Stimulation During Sleep on Heart-Rate Variability IETE Journal of Research (Taylor and Francis), Published Online, June 30, 2020 30 June 2020 |
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Nithin Nagaraj, Harikrishnan N B Consciousness Studies Neurochaos Inspired Hybrid Machine Learning Architecture for Classification International Conference on Signal Processing and Communications (IEEE SPCOM), Bengaluru, July 2020, pp. 1-5 7 January 2020 |
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Nithin Nagaraj Consciousness Studies Using cantor sets for error detection PeerJ Computer Science 5: e171, 2019 1 February 2019 |
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Sangeetha Menon, Nithin Nagaraj, V V Binoy Consciousness Studies Self, Consciousness and Culture: Interdisciplinary Convergences on Knowing and Being Springer NATURE, 2018 1 January 2018 |
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Nithin Nagaraj, Karthi Balasubramanian Consciousness Studies Dynamical complexity of short and noisy time series: Compression-complexity vs. Shannon entropy European Physics Journal Special Topics (Special issue: Aspects of Statistical Mechanics and Dynamical Complexity 226(10): 2191–2204, 2017 1 January 2017 |
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Nithin Nagaraj, Karthi Balasubramanian Consciousness Studies Three perspectives on complexity: Entropy, compression, subsymmetry The European Physical Journal Special Topics, 226: 3251-3272, 2017 1 January 2017 |
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Nithin Nagaraj, Karthi Balasubramanian, K Harikumar, Sandipan Pati Consciousness Studies Vagus nerve stimulation modulates complexity of heart rate variability differently during sleep and wakefulness Annals of Indian Academy of Neurology 20(4): 403-407, 2017 1 January 2017 |
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Nithin Nagaraj, Karthi Balasubramanian Consciousness Studies Aging and cardiovascular complexity: Effect of the length of RR tachograms PeerJ 4:e275, 2016 1 January 2016 |