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Nithin Nagaraj Complex Systems Dictionary Based Pattern Entropy for Causal Direction Discovery Harikrishnan, N. B., Bhilare, S., Kathpalia, A., & Nagaraj, Nithin. (2026). Dictionary based pattern entropy for causal direction discovery. arXiv. 4 March 2026 Journal Articles |
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Nithin Nagaraj Complex Systems Linked Data Classification using Neurochaos Learning Honna, P., Patravali, A., Nagaraj, Nithin., & Narendra, N. C. (2026). Linked data classification using neurochaos learning. arXiv. 18 February 2026 Journal Articles |
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Nithin Nagaraj Complex Systems Dependable Artificial Intelligence with Reliability and Security (DAIReS): A Unified Syndrome Decoding Approach for Hallucination and Backdoor Trigger Detection Surendrababu, Hema Karnam., & Nagaraj, Nithin. (2026). Dependable artificial intelligence with reliability and security (DAIReS): A unified syndrome decoding approach for hallucination and backdoor trigger detection. arXiv. 6 February 2026 Journal Articles |
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Nithin Nagaraj Complex Systems Augmented regression models using neurochaos learning Henry Akhila and Nithin Nagaraj (2025). Augmented regression models using neurochaos learning. Chaos, Solitons & Fractals 201 Part-2:117213. 28 December 2025 Journal Articles |
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Nithin Nagaraj Complex Systems Predicting stock prices using permutation decision trees and strategic trailing Ramraj Vishrut, Nithin Nagaraj and Nellippallil Balakrishnan Harikrishnan (2025). Predicting stock prices using permutation decision trees and strategic trailing. Chaos, Solitons & Fractals 201 Part-2:117352. 28 December 2025 Journal Articles |
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Nithin Nagaraj Complex Systems Compression-Based Complexity Analysis of Thalamic EEG Using Multiscale Preprocessing Techniques Mohan, Poornima and Balasubramanian, Karthi and Nagaraj, Nithin and Prabhu, Gayathri R and Pati, Sandipan (2025) Compression-Based Complexity Analysis of Thalamic EEG Using Multiscale Preprocessing Techniques. IEEE Access, 13. pp. 209602-209619. 8 December 2025 Journal Articles |
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Nithin Nagaraj Deep Learning for Short-Term Precipitation Prediction in Four Major Indian Cities: A ConvLSTM Approach with Explainable AI Ghosh, T., Anand, S., Nannewar, R. G., & Nagaraj, Nithin. (2025). Deep learning for short‑term precipitation prediction in four major Indian cities: A ConvLSTM approach with explainable AI. arXiv:2511.11152 [cs.LG]. 14 November 2025 Journal Articles |
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Nithin Nagaraj Advancing Forest Fires Classification using Neurochaos Learning Pant, K. K., Ajai, R. A. S., & Nagaraj, Nithin. (2025). Advancing forest fires classification using neurochaos learning. arXiv:2510.26383 [cs.NE]. 30 October 2025 Journal Articles |
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Nithin Nagaraj Complex Systems Causal Discovery and Classification Using Lempel–Ziv Complexity Dhruthi, Nithin Nagaraj and Nellippallil Balakrishnan Harikrishnan (2025). Causal discovery and classification using Lempel–Ziv complexity. Mathematics 13(20). 10 October 2025 Journal Articles |
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Nithin Nagaraj Hyperparameter-Free Neurochaos Learning Algorithm for Classification Akhila, H., & Nagaraj, Nithin. (2025). Hyperparameter-free neurochaos learning algorithm for classification. arXiv:2508.01478 [cs.LG]. 2 August 2025 Journal Articles |
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Nithin Nagaraj Complex Systems Neurochaos Learning for Classification using Composition of Chaotic Maps Henry, A., & Nagaraj, N. (2025). Neurochaos learning for classification using composition of chaotic maps. Chaos Theory and Applications, 7(2), 107-116. 31 July 2025 Journal Articles |
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Nithin Nagaraj Complex Systems A Chaos-Causality Approach to Principled Pruning of Dense Neural Networks Sahu, R., Chadha, S., Mathur, A., Nagaraj, N., & Saha, S. (2025). A Chaos-Causality Approach to Principled Pruning of Dense Neural Networks. Chaos Theory and Applications, 7(2), 154-165. 31 July 2025 Journal Articles |
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Nithin Nagaraj Complex Systems DiffusionScore: A Framework for Assessing Institutional Research Impact Through Influence Diffusion Sampatrao, G. S., Khetan, A., Nagaraj, N., Saha, S., Dey, S. R., & Mathur, A. (2025). DiffusionScore: A Framework for Assessing Institutional Research Impact Through Influence Diffusion. IEEE Access. 10 July 2025 Journal Articles |
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Nithin Nagaraj Complex Systems Simplified neurochaos learning architectures for data classification Henry, A., Sundaravaradhan, R., and Nagaraj, N. (2025). Simplified neurochaos learning architectures for data classification. Chaos: An Interdisciplinary Journal of Nonlinear Science, 35(6). 2 June 2025 Journal Articles |
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Nithin Nagaraj A chaos driven metric for backdoor attack detection. Surendrababu, Hema Karnam., & Nagaraj, Nithin. (2025). A chaos driven metric for backdoor attack detection. arXiv:2505.03208 [cs.CR]. 6 May 2025 Journal Articles |
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Nithin Nagaraj Complex Systems Personalized Theta Transcranial Alternating Current Stimulation and Gamma Transcranial Alternating Current Stimulation Bring Differential Neuromodulatory Effects on the Resting Electroencephalogram: Characterizing the Temporal, Spatial, and Spectral Dimen Venugopal, R., Sasidharan, A., Bhowmick, K., Nagaraj, N., Udupa, K., John, J. P., & Kutty, B. M. (2025). Personalized theta transcranial alternating current stimulation and ... Neuromodulation: Technology at the Neural Interface, 28(3), 425-433. 28 April 2025 Journal Articles |
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Nithin Nagaraj Complex Systems Universal Orbits: Unveiling the Connection between Chaotic Dynamics, Normal Numbers, and Neurochaos Learning. Henry, A., Nagaraj, N., and Sundaravaradhan, R. (2025). Universal Orbits: Unveiling the Connection between Chaotic Dynamics, Normal Numbers, and Neurochaos Learning. Chaos Theory and Applications, 7(1), 61-69. 31 March 2025 Journal Articles |
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Nithin Nagaraj Complex Systems Random Heterogeneous Neurochaos Learning Architecture for Data Classification Remya, Ajai A S and Nagaraj, Nithin (2025) Random Heterogeneous Neurochaos Learning Architecture for Data Classification. Chaos Theory and Applications, 7 (1). pp. 10-30. 31 March 2025 Journal Articles |
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Nithin Nagaraj Consciousness Studies Analysis of logistic map based neurons in neurochaos learning architectures for data classification Co-authored with Remya Ajai A.S. and Harikrishnan N.B. , Chaos, Solitons & Fractals Vol.170:113347 28 May 2023 Journal Articles |
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Nithin Nagaraj Consciousness Studies Granger causality for compressively sensed sparse signals Co-authored with Aditi Kathpalia, PHYSICAL REVIEW Vol.107:034308 17 March 2023 Journal Articles |
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Nithin Nagaraj, Pranay SY co-authored Consciousness Studies Causal discovery using compression-complexity measures Journal of Biomedical Informatics 117, May 2021 1 January 2021 Journal Articles |
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Nithin Nagaraj Consciousness Studies Time-reversibility, causality and compression-complexity Entropy 23(3): 327. March 2021 1 January 2021 Journal Articles |
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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 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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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 |
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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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Nithin Nagaraj Consciousness Studies Using cantor sets for error detection PeerJ Computer Science 5: e171, 2019 1 February 2019 Journal Articles |
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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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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 |
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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 Journal Articles |
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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 Journal Articles |