Performance analysis of left/right hand movement classification from EEG signal by intelligent algorithms. - Saugat Bhattacharyya; Anwesha Khasnobish; Amit Konar; D. N. Tibarewala; Atulya K. Nagar (CCMB, 2011)

A Two-fold classification for composite decision about localized arm movement from EEG by SVM and QDA techniques. - Anwesha Khasnobish; Saugat Bhattacharyya; Amit Konar; D. N. Tibarewala; Atulya K. Nagar (IJCNN, 2011)

Implementation of EEG based control of remote robotic systems. - Tathagata Chakraborti; Abhronil Sengupta; Dhrubojyoti Banerjee; Amit Konar; Saugat Bhattacharyya; Anwesha Khasnobish; Ramadoss Janarthanan (ReTIS, 2011)

The Role of Empirical Mode Decomposition on Emotion Classification Using Stimulated EEG Signals. - Anwesha Khasnobish; Saugat Bhattacharyya; Garima Singh; Arindam Jati; Amit Konar; D. N. Tibarewala; Ramadoss Janarthanan (ACITY (3), 2012)

Artificial Bee Colony Based Feature Selection for Motor Imagery EEG Data. - Pratyusha Rakshit; Saugat Bhattacharyya; Amit Konar; Anwesha Khasnobish; D. N. Tibarewala; Ramadoss Janarthanan (BIC-TA (2), 2012)

Object-shape recognition from tactile images using a feed-forward neural network. - Anwesha Khasnobish; Arindam Jati; Garima Singh; Saugat Bhattacharyya; Amit Konar; D. N. Tibarewala; Eunjin Kim; Atulya K. Nagar (IJCNN, 2012)

Object shape recognition from tactile images using regional descriptors. - Garima Singh; Arindam Jati; Anwesha Khasnobish; Saugat Bhattacharyya; Amit Konar; D. N. Tibarewala; Atulya K. Nagar (NaBIC, 2012)

A Comparative Analysis of Emotion Recognition from Stimulated EEG Signals. - Garima Singh; Arindam Jati; Anwesha Khasnobish; Saugat Bhattacharyya; Amit Konar; D. N. Tibarewala; Ramadoss Janarthanan (SocProS, 2012)

Differential evolution with temporal difference Q-learning based feature selection for motor imagery EEG data. - Saugat Bhattacharyya; Pratyusha Rakshit; Amit Konar; D. N. Tibarewala; Swagatam Das; Atulya K. Nagar (CCMB, 2013)

Performance Analysis of Multiclass Common Spatial Patterns in Brain-Computer Interface. - Soumyadip Chatterjee; Saugat Bhattacharyya; Amit Konar; D. N. Tibarewala; Anwesha Khasnobish; Ramadoss Janarthanan (PReMI, 2013)

Object Shape Recognition from EEG Signals during Tactile and Visual Exploration. - Anwesha Khasnobish; Amit Konar; D. N. Tibarewala; Saugat Bhattacharyya; Ramadoss Janarthanan (PReMI, 2013)

Feature Selection of Motor Imagery EEG Signals Using Firefly Temporal Difference Q-Learning and Support Vector Machine. - Saugat Bhattacharyya; Pratyusha Rakshit; Amit Konar; D. N. Tibarewala; Ramadoss Janarthanan (SEMCCO (2), 2013)

A differential evolution based adaptive neural Type-2 Fuzzy inference system for classification of motor imagery EEG signals. - Debabrota Basu; Saugat Bhattacharyya; Dwaipayan Sardar; Amit Konar; D. N. Tibarewala; Atulya K. Nagar (FUZZ-IEEE, 2014)

A differential evolution based energy trajectory planner for artificial limb control using motor imagery EEG signal. - Saugat Bhattacharyya; Amit Konar; D. N. Tibarewala (Biomed. Signal Process. Control., 2014)

Motor imagery, P300 and error-related EEG-based robot arm movement control for rehabilitation purpose. - Saugat Bhattacharyya; Amit Konar; D. N. Tibarewala (Medical Biol. Eng. Comput., 2014)

Automatic feature selection of motor imagery EEG signals using differential evolution and learning automata. - Saugat Bhattacharyya; Abhronil Sengupta; Tathagata Chakraborti; Amit Konar; D. N. Tibarewala (Medical Biol. Eng. Comput., 2014)

Functional connectivity analysis of motor imagery EEG signal for brain-computer interfacing application. - Poulami Ghosh; Ankita Mazumder; Saugat Bhattacharyya; D. N. Tibarewala; Mitsuhiro Hayashibe (NER, 2015)

An EEG Study on Working Memory and Cognition. - Poulami Ghosh; Ankita Mazumder; Saugat Bhattacharyya; D. N. Tibarewala (PerMIn, 2015)

An interval type-2 fuzzy approach for real-time EEG-based control of wrist and finger movement. - Saugat Bhattacharyya; Monalisa Pal; Amit Konar; D. N. Tibarewala (Biomed. Signal Process. Control., 2015)

Interval type-2 fuzzy logic based multiclass ANFIS algorithm for real-time EEG based movement control of a robot arm. - Saugat Bhattacharyya; Debabrota Basu; Amit Konar; D. N. Tibarewala (Robotics Auton. Syst., 2015)

A study on the effect of Electrical Stimulation during motor imagery learning in Brain-computer interfacing. - Saugat Bhattacharyya; Maureen Clerc; Mitsuhiro Hayashibe (SMC, 2016)

A Synergetic Brain-Machine Interfacing Paradigm for Multi-DOF Robot Control. - Saugat Bhattacharyya; Shingo Shimoda; Mitsuhiro Hayashibe (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Motor imagery and error related potential induced position control of a robotic arm. - Saugat Bhattacharyya; Amit Konar; D. N. Tibarewala (IEEE CAA J. Autom. Sinica, 2017)

Collaborative Brain-Computer Interfaces to Enhance Group Decisions in an Outpost Surveillance Task. - Saugat Bhattacharyya; Davide Valeriani; Caterina Cinel; Luca Citi; Riccardo Poli (EMBC, 2019)

Target Detection in Video Feeds with Selected Dyads and Groups Assisted by Collaborative Brain-Computer Interfaces. - Saugat Bhattacharyya; Davide Valeriani; Caterina Cinel; Luca Citi; Riccardo Poli (NER, 2019)

A Many Objective Optimization Approach for Transfer Learning in EEG Classification. - Monalisa Pal; Sanghamitra Bandyopadhyay; Saugat Bhattacharyya (CoRR, 2019)

Systematic Enhancement of Functional Connectivity in Brain-Computer Interfacing using Common Spatial Patterns and Tangent Space Mapping. - Saugat Bhattacharyya; Mitsuhiro Hayashibe (CoRR, 2019)

Deep Learning based Prediction of EEG Motor Imagery of Stroke Patients' for Neuro-Rehabilitation Application. - Haider Raza; Anirban Chowdhury; Saugat Bhattacharyya (IJCNN, 2020)

Single-Trial EEG Classification with EEGNet and Neural Structured Learning for Improving BCI Performance. - Haider Raza; Anirban Chowdhury; Saugat Bhattacharyya; Spyros Samothrakis (IJCNN, 2020)

Decoding Neural Activity for Part-of-Speech Tagging (POS). - Salman Ahmed; Muskaan Singh; Saugat Bhattacharyya; Damien Coyle (SMC, 2023)

An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network. - Kaniska Samanta; Sujit Roy; Véronique Marchand-Pauvert; Shirin Dora; Stéphanie Duguez; Muskaan Singh; Girijesh Prasad; Saugat Bhattacharyya (SMC, 2023)

Autonomous grasping of 3-D objects by a vision-actuated robot arm using Brain-Computer Interface. - Arnab Rakshit; Shraman Pramanick; Anurag Bagchi; Saugat Bhattacharyya (Biomed. Signal Process. Control., 2023)

Performance Analysis of Quantum-Enhanced Kernel Classifiers Based on Feature Maps: A Case Study on EEG-BCI Data. - Ravi Kumar Jha; Nikola Kasabov; Damien Coyle; Saugat Bhattacharyya; Girijesh Prasad (ICONIP (2), 2024)

Developing Variational Generative Models Using Predictive Coding. - Senhui Qiu; Saugat Bhattacharyya; Damien Coyle; Shirin Dora (UKCI, 2024)

Rainfall variability over multiple cities of India: analysis and forecasting using deep learning models. - Jagabandhu Panda; Nistha Nagar; Asmita Mukherjee; Saugat Bhattacharyya; Sanjeev Singh (Earth Sci. Informatics, 2024)

Spatial spiking neural network for classification of EEG signals for concealed information test. - Damodar Reddy Edla; Annushree Bablani; Saugat Bhattacharyya; Ramesh Dharavath; Ramalingaswamy Cheruku; Vijayasree Boddu (Multim. Tools Appl., 2024)

Uncovering Dynamical Equations of Stochastic Decision Models Using Data-Driven SINDy Algorithm. - Brendan Lenfesty; Saugat Bhattacharyya; Kongfatt Wong-Lin (Neural Comput., 2025)

Deep predictive coding with bi-directional propagation for classification and reconstruction. - Senhui Qiu; Saugat Bhattacharyya; Damien Coyle; Shirin Dora (Neural Networks, 2025)