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Research Interests: Computational Neuroscience, Predictive Processing, Functional Neuroimaging (EEG, fMRI & MEG), Machine Learning, Deep Learning, Biomedical Signal Processing
Publications:
Journals:
Published:
17. Sanjeev Nara, Daniel Kaiser, “Integrative processing in artificial and biological vision predicts the perceived beauty of natural images”, Science Advances, 2024.
16. Piermatteo Morucci, Sanjeev Nara, Mikel Lizarazu, Clara Martin, Nicola Molinaro, “Language experience shapes long-term predictive coding in human auditory cortex”. Elife, 2023.
15. Nicola Molinaro*, Sanjeev Nara*, Manuel Carreiras, “Early language dissociation in the bilingual mind: Sensor-level MEG evidence”, Biorxiv 2023 (accepted in Cerebral Cortex).
14. Sanjeev Nara, Haider Raza, Manuel Carreiras, Nicola Molinaro, “Decoding Numeracy and Literacy in the Human Brain: Insights from MEG and MVPA”. Nature Scientific Reports, 2023.
13. Sanjeev Nara, Dheeraj Rathee, Nicola Molinaro, Naomi Du Bois, Braj Bhushan, Girijesh Prasad. "Temporal dynamics of Neural processing of Facial Expressions and Emotions", Biorxiv 2021 (in review IEEE Trans. on Neural systems and Rehabilitation Engineering since 29.01.2024).
12. Sanjeev Nara, Mikel Lizarazu, Craig G Richter, Diana C Dima, Radoslaw M Cichy, Mathieu Bourguignon, Nicola Molinaro, "Temporal uncertainity enhances suppression of neural responses to predictable visual stimuli". Neuroimage 2021.
11. Mikel Lizarazu, Santiago Gil-Robles, Iñigo Pomposo, Sanjeev Nara, Lucía Amoruso, Ileana Quiñones, Manuel Carreiras “Spatiotemporal dynamics of postoperative functional plasticity in patients with brain tumors in language areas”, Brain and Language (IF: 2.7)
10. Shilpi Modi, Mukesh Kumar, Sanjeev Nara, Pawan Kumar, Subhash Khushu, "Trait anxiety and neural efficiency of abstract reasoning: An fMRI investigation", Journal of Biosciences, Sept 2018. (IF = 1.5 )
9. Sanjeev Nara, Poonam Sheoran, “Advancements in EEG source localisation methods”, International Journal of Medical Engineering and Informatics, Vol.10, No. 1, 2018.
8. Sanjeev Nara, Manvinder Kaur, Dhanajoy Shaw, Dinesh Bhatia, “Co-Contraction of Knee Stabilizer Muscles during Sustained Squat Posture (A Yogic Posture) in Athletes”, Journal of Novel Physiotherapies, 2016 , Vol. 6.
7. Manvinder Kaur, Sanjeev Nara, Dhananjoy Shaw, Dinesh Bhatia, “EMG Asymetricity of Selected Knee Extensor Muscles in Sustained Squat Posture (A Yogic Posture) of Athletes in Relation to their Gender and Performance” Journal of Novel Physiotherapies, 2016, Vol. 7.
6. Sanjeev Nara, Manvinder Kaur, Dhananjoy Shaw, Dinesh Bhatia, “Significance of Bilateral Coactivation Ratio for Analysis of Neuromuscular Fatigue of Selected Knee Extensor Muscles during Isometric Contractions at 0º in Sportspersons”, Biomedical Science and Engineering, 2016, Vol. 4, No. 2, 31-36
5. Sanjeev Nara, Manvinder Kaur and Saurav Dutta, “smRithm: Graphical User Interface for HRVAnalysis”, Journal of Medical Engineering and Technology, Published online: July 2015
4. Sanjeev Nara, Manvinder Kaur and Kundan Lal Verma, "Novel Notch Detection Algorithm for detection of Dicrotic Notch in PPG Signals," International Journal of Computer Applications, January 2014, Vol. 86, No. 17, pp. 36-39.
3. Sanjeev Nara, Manvinder Kaur and Saurav Dutta, "Effect of Self-Preferred Romantic Music after Physical Exertion in Males," International Journal of Computer Applications, February 2014, Vol.88, No. 17, pp. 27-32.
2. Sanjeev Nara, Saurav Dutta and Kundan Lal Verma, "Advancements in Open Source SoftwareVitality for EEG Signal Processing," International Journal of Engineering Development and Research, March 2014, Vol. 2, No. 1, pp. 642-646
1. Neelam Bharadwaj, Sanjeev Nara, Sunita Malik and Geeta Singh, “ Comparison of ECG Signal Denoising Algorithms in EEMD and Wavelet Domains”, International Journal of SignalProcessing Systems.
Conferences/ Abstract / Posters :
14. Sanjeev Nara, Mikel Lizarazu, Anastasia Klimovich-Gray, Nicola Molinaro, “Expectation Suppression across visual and auditory domain: a MEG study”, BIOMAG 2022, UK.
13. Sanjeev Nara, Naomi Du bois, Braj Bhushan, Dheeraj Rathee, Nicola Molinaro, Alain Desire Bigirimana, Mickey Keenan, Pratheepan Yogarajah, Stephen Gallagher, Girijesh Prasad, “Valence based emotions altered by emotion judgement task: Observer or Expresser effect”, BIOMAG 2022, UK.
12. Nicola Molinaro, Sanjeev Nara, Manuel Carreiras, “Decoding and cross-decoding languages”, BIOMAG 2022, UK.
11. Sanjeev Nara, Naomi Du bois, Dheeraj Rathee, Nicola Molinaro, Braj Bhushan, Girijesh Prasad, “Hemispheric facial dominance and emotion recognition: An MEG study”, MEGUK 2021, UK.
10. Sanjeev Nara, Asier Zarraga, Mathieu Bourguignon, & Nicola Molinaro, (September 07, 2018). Oscillatory representations of pre-stimulus visual Predictions in Hierarchical Predictive Coding framework, Poster presentation at Neurogune Workshop, Vitoria, Spain.
9. Sanjeev Nara, Asier Zarraga, Mathieu Bourguignon, & Nicola Molinaro, (August 25 - 31,2018). Pre and Post stimulus correlates of Prediction in Visual domain, Poster presentation at BIOMAG 2018, Philedelphia, USA
8. Sanjeev Nara, Asier Zarraga, Mathieu Bourguignon, & Nicola Molinaro,(June 20-22, 2018). Neural correlates of Predictable and Non-Predictable targets in Visual Predictions. Poster presentation at 1st International Workshop on Predictive Processing (WoPP), Donostia-San Sebastian, Spain.
7. Sanjeev Nara, Asier Zarraga, Mathieu Bourguignon, & Nicola Molinaro, (December,11-14, 2017). "Predicting visual percepts: MEG evidence". Poster presentation at the BrainModes2017, NBRC, Manesar, INDIA.
6. Sanjeev Nara, Piyush Swami, Manvir Bhatia, Bijaya K. Panigrahi, Tapan Gandhi, (IndiaCom-2016), “EfficientRecognition of Ictal Activities in EEG through Correlation Based Dimensionality Reduction,” 3rdInternational Conference on Computing for Sustainable Global Development, New Delhi, India.
5. Mukesh K. Saini, Sanjeev Nara, Shilpi Modi, P. Kumar, Subhash Khushu, “ Correlation ofBOLD fMRI Signl with EEG Alpha and Beta Rhythm in Motor Cortex at Different TappingFrequency ”, Cell Symposia: Engineering the Brain -Technologies for NeurobiologicalApplications, USA, 2015 (Abstract Accepted).
4. Manvinder Kaur, Sanjeev Nara, Dinesh Bhatia, “Influence of gender on co-activation ratio of agonist-antagonist muscle pair during maximum knee extension-flexion”, InternationalConference on Next Generation Computing Technologies (IEEE-Dehradun), 2015, pp. 70.
3. Sanjeev Nara, Manvinder Kaur, Dinesh Bhatia, Dhananjoy Shaw, “Comparison between high and low performance group in regard to selected EMG Asymetricity of selected knee extensors in sustained yogic posture of female sportsperson”, 7th Asia Pacific Conference on Exercise andSports Science, Manav Rachna International University, 2015.
2. Manvinder Kaur, Sanjeev Nara, Dinesh Bhatia, Dhananjoy Shaw, “Comparison between high and low performance group in regard to EMG activity of selected knee extensors isometrically of male sportsperson”, 7th Asia Pacific Conference on Exercise and SportsScience, Manav Rachna International University, 2015.
1. Manvinder Kaur, Sanjeev Nara, Shilpi Mathur, Dinesh Bhatia, “Co-contraction of Tibialis and Soleus muscles during maximum ankle contraction”, NCRABME-2015, NEHU, Shillong, 28-29August, 2015
Workshops/Courses Attended:
Attended INCF Neuroinformatics Assembly 2022 (12 - 16 September 2022) in virtual mode.
Attended winter course (02-09 Jan 2019) on Machine Intelligence and Brain Research at CCBR, IIT Madras, India.
Attended ENBIT 2018 workshop in Brussels, Belgium.
Attended 2 days workshop (23-24 January 2018 ) on Basics of MEG by Elekta, organised at BCBL, Spain.
Attended 3 day Neuroanatomy Course in London, UK (13-15th November 2017)
Attended PySS 2017 at UPV/EHU San Sebastian, Spain (6-8th October 2017)
Attended Software Carpentary at UPV/EHU San Sebastian, Spain (28-30th June 2017)
Attended Brainhack Global 2017 at Cruces University Hospital, Bilbao, Spain (2-4th March 2017)
Invited Talks: