Journals
Journals
1. Fatemeh Shahlaei, Niraj Bagh, M S Zambare and M Ramasubba Reddy, “Quantification of event related brain patterns for the motor imagery tasks using inter trial variance technique”, Engineering Applications of Artificial Intelligence (EAAI), Elsevier, Vol. 126, 2023, IF:8.
DOI: https://doi.org/10.1016/j.engappai.2023.106863
2. Niraj Bagh and M Ramasubba Reddy, “Investigation of the dynamical behavior of brain activities during rest and motor imagery movements”, Biomedical Signal Processing and Control (BSPC), Elsevier, Vol. 79, 2023, IF: 5.1.
DOI: https://doi.org/10.1016/j.bspc.2022.104153
3. Niraj Bagh and M Ramasubba Reddy, “Hilbert transform-based event-related patterns for motor imagery brain computer interface”, Biomedical Signal Processing and Control (BSPC), Elsevier, Vol. 62, 2020, IF: 5.1.
DOI: https://doi.org/10.1016/j.bspc.2020.102020
4. Niraj Bagh and M Ramasubba Reddy, “Detection of motor imagery movements in EEG-based BCI”, Journal of Information Science & Engineering (JISE), Vol. 36, 2020, 1079-1091, IF: 1,142.
DOI: 10.6688/JISE.202009_36(5).0010
Conference Papers
1. Niraj Bagh, Fatemeh Shahlaei, M Ramasubba Reddy, M.S Zambare, "EMDNet: A New DL Framework to Classify Motor Imagery-Based Brain Activities in Both Healthy and Paraplegic Subjects" in 5th International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI 2023), 7-9 June, Tenerife (Canary Islands), Spain.
2. Niraj Bagh and M Ramasubba Reddy, “Improving the performance of motor imagery-based brain computer interface using phase space reconstruction” in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC-2019), 23-27 Jul 2019, Berlin, Germany.
DOI: 10.1109/EMBC.2019.8857066
3. Niraj Bagh, T J Reddy and M Ramasubba Reddy, “Classification of motor imagery activities using band power and second order difference plot” in IEEE Bombay Section Signature Conference (IBSSC-2019), 26-28 Jul 2019, IIT Bombay, India.
DOI: 10.1109/IBSSC47189.2019.8973077
4. Niraj Bagh and M Ramasubba Reddy, “Second order difference plot to decode multi-class motor imagery activities” in 7th IEEE International Conference on Smart Computing and Communications (ICSCC-2019), 28-30 Jun 2019, Curtin University, Sarawak, Malaysia.
DOI: 10.1109/ICSCC.2019.8843630
5. Fatemeh Shahlaei, Niraj Bagh, M S Zambare, M Ramasubba Reddy and A D Shaligram “Detection of event-related patterns using Hilbert transform in brain computer interface” in 32nd IEEE Canadian Conference of Electrical and Computer Engineering (CCECE-2019), 5-8 May 2019, Edmonton, Canada.
DOI: 10.1109/CCECE.2019.8861570
6. Niraj Bagh, M Ramasubba Reddy and Fatemeh Shahlaei, “Classification of motor imagery tasks using phase space reconstruction and empirical mode decomposition” in 32nd IEEE Canadian Conference of Electrical and Computer Engineering (CCECE-2019), 5-8 May 2019, Edmonton, Canada.
DOI: 10.1109/CCECE.2019.8861732
7. Niraj Bagh, M Ramasubba Reddy and Fatemeh Shahlaei, “Decoding motor imagery movements using area of 2-D phase space reconstruction” in 32nd IEEE Canadian Conference of Electrical and Computer Engineering (CCECE-2019), 5-8 May 2019, Edmonton, Canada.
DOI: 10.1109/CCECE.2019.8861798
8. Niraj Bagh and M Ramasubba Reddy, “Detection of motor imagery movements based on the features of phase space reconstruction” in 9th International IEEE/EMBS Conference on Neural Engineering (NER-2019), 20-23 March 2019, San Francisco, CA, USA.
9. Fatemeh Shahlaei, Niraj Bagh, A D Shaligram, M Ramasubba Reddy and M S Zambare, “Classification of motor imagery tasks using inter trial variance in brain computer interface” in 13thAnnual IEEE International Symposium on Medical Measurements & Applications (MeMeA-2018), 11-13 June 2018, Rome, Italy.