32 channel Geodesic EEG monitoring and amplification.
Data processing in Geodesic EEG netstation plus Workstation.
Research scholars and undergraduates for assistance.
Isolated chamber for reduced noise in data acquisition.
Auto-Epoch detection and Institutional licenced MATLAB for signal postprocessing.
A revolutionary Neuroheadset and Scientific Contextual EEG offering high resolution and full spatial resolution.
Neuroscience is by far the most exciting branch of science because the brain is the most fascinating object in the universe. Every human brain is different - the brain makes each human unique and defines who he or she is.
The human brain has 100 billion neurons, each neuron connected to 10 thousand other neurons. Sitting on your shoulders is the most complicated object in the known universe.
Everything we do, every thought we've ever had, is produced by the human brain. But exactly how it operates remains one of the biggest unsolved mysteries, and it seems the more we probe its secrets, the more surprises we find.
Decoding the neural signatures of valence and arousal from portable EEG headset. Garg R, Anand A and Baths V (2022) Front. Hum. Neurosci. 16:1051463. doi: 10.3389/fnhum.2022.1051463. Link
Diagnosis of Breast Cancer Using Random Forests. M Minnoor, V Baths (2023) Procedia Computer Science, 218, 429-437. Link
Reinforcement learning and its connections with neuroscience and psychology Ajay Subramanian Sharad Chitlangia Veeky Baths (2022) Neural Networks, Volume 145, Pages 271-287. Link
Tracking the Progression & Influence of Beta-Amyloid Plaques Using Percolation Centrality and Collective Influence Algorithm: A Study using PET images. Gautam Kumar Baboo, Raghav Prasad, Pranav Mahajan, Veeky Baths (2022) Annals of Neurosciences. Link
Comparative Study of Neural Networks (G/C/RNN) and Traditional Machine Learning Models on EEG Datasets Baboo, G.K., Dubey, S., Baths, V. (2023) Proceedings of the International Conference on Cognitive and Intelligent Computing. Cognitive Science and Technology. Springer, Singapore. Link
Using Event-Related Potentials (ERP) to identify the purchase intention of a consumer for familiar brands. Jartarkar, M., Srivastava, K. and Baths, V. (2022) Neuroscience Research Notes, 5(4), p. 163. doi: 10.31117/neuroscirn.v5i4.163. Link
Technology for dementia care: benefits, opportunities and concerns. Bhargava Y, Baths V. (2022) Journal of Global Health Reports ;6:e2022056. doi:10.29392/001c.39606. Link
ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease. Yash Kumar,Piyush Maheshwari, Shreyansh Joshi, Veeky Baths. (2022) Proceedings of the 8th International Conference on Computing and Artificial Intelligence. Link
Liver Disease Diagnosis Using Machine Learning M. Minnoor and V. Baths. (2022) IEEE World Conference on Applied Intelligence and Computing (AIC). Link
Novel EEG Features for Consumer Emotion Prediction using Correlation-Based Subset Selection. Mayur Jartarkar, Ashish Sinha, Riddhesh Sawant,Mahak Kothari Veeky Baths. (2022) IMX ’22 - Emotion, Portugal. ACM International Conference on Interactive Media Experiences. Link
Vyakarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages R Patil, J Dhillon, S Mahurkar, S Kulkarni, M Malhotra, V Baths. (2021) Multilingual Representation Learning workshop (EMNLP 2021). Link
Acoustic and Language Based Deep Learning Approaches for Alzheimer's Dementia Detection From Spontaneous Speech. Mahajan P and Baths V. (2021) Front. Aging Neurosci. 13:623607. doi: 10.3389/fnagi.2021.623607. Link
A Novel Approach to Learning Models on EEG Data Using Graph Theory Features—A Comparative Study. Bhargav Prakash, Gautam Kumar Baboo and Veeky Baths. (2021) Big Data Cogn. Comput. 5(3), 39. Link
Alzheimer’s Dementia Detection Using Acoustic & Linguistic Features and Pre-trained BERT. A. Valsaraj, I. Madala, N. Garg and V. Baths. (2021) 8th International Conference on Soft Computing & Machine Intelligence (ISCMI),pp. 171-175, doi: 10.1109/ISCMI53840.2021.9654804. Link
Using Diachronic Distributed Word Representations as Models of Lexical Development in Children. A Gupta, R Patil, V Baths. (2021) arXiv preprint arXiv:2105.05091. Link
Recognizing Music Mood and Theme Using Convolutional Neural Networks and Attention Alish Dipani, Gaurav Iyer, Veeky Baths. (2021) MediaEval’20. Link
BCI Controlled Quadcopter Using SVM and Recursive LSE Implemented on ROS. K. Chhabra, P. Mathur and V. Baths. (2020) IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, ON, Canada, 2020, pp. 4250-4255. Link
Modelling Causal Reasoning in Language with Multi-Head Self-AttentionWeights based Counterfactual Detection. R.Patil, V.Baths. (2020) Proceedings of the 14th International Workshop on Semantic Evaluation, pages 451–457. Link
Motor Imagery Based Multimodal Biometric User Authentication System Using EEG. A. Valsaraj, I. Madala, N. Garg, M. Patil and V. Baths. (2020) International Conference on Cyberworlds (CW). Link
Study of motor imagery for multiclass brain system interface with a special focus in the same limb movement. Mohit Patil, Nikhil Garg, Lizy Kanungo, Veeky Baths. (2019) IEEE 18th International Conference on Cognitive Informatics & Cognitive Computing. Link
Multicollinearity Analysis for Cuffless Blood Pressure Estimation Regression Algorithms. P Mehra, R Gupta, A Mahajan, V Baths. (2019) ACM 4th International Conference on Biomedical Imaging, Signal Processing Pages 89–93. Link
AES: Automated Evaluation Systems for Computer Programing Course. Shivam, Nilanjana Goswami, Veeky Baths, Soumyadip Bandyopadhyay. (2019) Proceedings of the 14th International Conference on Software Technologies (ICSOFT) 508-513, 2019 , Prague, Czech Republic. Link
Mathematical modeling and dynamics of tuberculosis infection among diabetic patients in India. Merina Dhara,Veeky Baths and P. Danumjaya. (2018) The Journal of Analysis. Link
EEG-based Classification of Bilingual Unspoken Speech using ANN. Advait Balaji, Aparajita Haldar, Keshav Patil, T Sai Ruthvik, Valliappan CA, Mayur Jartarkar,and Veeky Baths. (2017) 39th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC'17). Link
A Portable Real Time ECG Device for Arrhythmia Detection Using Raspberry Pi. C A, Valliappan, Thandayam, Sai Ruthvik, Balaji, Advait ,Dhingra, Piyush ,Baths, Veeky.(2017) Lecture Notes in Computer Science,Volume 192 of the Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering series: MOBIHEALTH 2016. LNICST 192, pp. 1–8. Link
Comparative Study of Classification Techniques (SVM, Logistic Regression and Neural Networks) to Predict the Prevalence of Heart Disease. Divyansh Khanna, Rohan Sahu, Veeky Baths, and Bharat Deshpande. (2015) International Journal of Machine Learning and Computing, Vol. 5, No. 5. Link
Home Automation Using SSVEP & Eye-Blink Detection Based Brain-Computer Interface. Kratarth Goel, Raunaq Vohra, Anant Kamath, and Veeky Baths. (2014) IEEE International Conference on Systems, Man, and Cybernetics San Diego, CA, USA. Link
Disruption of cell wall fatty acid biosynthesis in Mycobacterium tuberculosis using a graph theoretic approach. Veeky Baths, Utpal Roy and Tarkeshwar Singh. (2011) Theoretical Biology and Medical Modelling, 8:5. Link
Identification of distant coevolving residues in Antigen 85C from Mycobacterium tuberculosis using statistical coupling analysis of esterase family proteins. Veeky Baths, Utpal Roy. (2011) Journal of Biomedical Research, 25(3): 1-5. Link
Multilingual Classification of unspoken Speech. Advait Balaji, Aparajita Haldar, Keshav Patil, T Sai Ruthvik, Valliappan CA, Mayur Jartarkar,and Veeky Baths. (2017) AttLis 2017:“Attentive Listener in the Visual World”,International workshop, BITS Pilani K K Birla Goa Campus.
A Recipe to Understand Music: An EEG Approach to Study the Music Preference of Individuals. Young Researchers’ Conference in Cognitive Science. (2016) University of Hyderabad.
Game theory, Mycobacteria and human being: Conflict of interest. Veeky Baths and Utpal Roy. (2011) National Conference on “Contemporary Trends in Biological and Pharmaceutical Research” (CTBPR-2011)
Graph theory and Metobolomics. Veeky Baths and Utpal Roy. (2009) National Conference on Emerging Trends in Life Sciences Research.
Statistical Coupling Analysis of Esterase family proteins for Identification of Distant Coevolving Residues in Antigen 85C from Mycobacterium tuberculosis. Veeky Baths and Utpal Roy. (2010) International Conference on Antimicrobial Research” (ICAR2010).
Graph theoretic concepts in the study of biological networks. M. Indhumathy, S. Arumugam, Veeky Baths and Tarkeshwar Singh. (2016) Applied Analysis in Biological and Physical Sciences, Springer Proceedings in Mathematics & Statistics 186, 187-200.
Novel Intervention Strategy against Tuberculosis: Insights from Graph Theory and Systems Biology. M Minnoor, V Baths (2023) Procedia Computer Science, 218, 429-437.
Diagnosis of Breast Cancer Using Random Forests. Veeky Baths and Utpal Roy. (2011) Science against microbial pathogens: communicating current research and technological advances, Formatex Research Center, Spain.
Sequence analysis of Mycobacterial PE/PPE Proteins. Baths, V. & Roy, U.(2013) Tuberculosis – A Comprehensive Clinical Reference. ISBN: iConcept Press.
Patent Application No- 2643/DEL/2014 for "A system and method for controlling a plurality of household appliances".
The iBrain Project at BITS Pilani, K K Birla Goa Campus is sponsored by Erasmus+ and is being carried out jointly with 5 other universities in European Union and Russia.For more details visit. http://ibrain.eu/en
|1. Introduction to Cognitive Neuroscience||Course Handout|
|2. Computational Neuroscience - Reading Course||
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|3. Theoretical Neuroscience||
|4. AI Neuroscience Journal Club||
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|5. 34th Annual Meeting of the Society for Neurochemistry (SNCI-2020)|
|6. Round Table Track: Data Issues In Cognitive Neuroscience|