Publications

2023

N. K. Karnam, A. C. Turlapaty, S. R. Dubey and B. Gokaraju, "EMAHA-DB1: A New Upper Limb sEMG Dataset for Classification of Activities of Daily Living," in IEEE Transactions on Instrumentation and Measurement, doi: 10.1109/TIM.2023.3279873. 

2022

N. Kumar, S. R. Dubey, A. C. Turlapaty and B. Gokaraju, EMGHandNet: A Hybrid CNN and Bi-LSTM Architecture for Hand Activity Classification using Surface EMG Signals, Biocybernetics and Biomedical Engineering, vol42, no. 1, pp. 325 - 340, 10.1016/j.bbe.2022.02.005.

Almalki A, Gokaraju B, Acquaah Y, Turlapaty A. Regression Analysis for COVID-19 Infections and Deaths Based on Food Access and Health Issues. Healthcare. 2022; 10(2):324. https://doi.org/10.3390/healthcare10020324

2021

N. Kumar, A. C. Turlapaty,  S. R. Dubey, and B. Gokaraju, "Classification of sEMG Signals of Hand Gestures based on Energy Features," Biomedical Signal Processing and Control, Volume 70, 102948, 2021, https://doi.org/10.1016/j.bspc.2021.102948 

2019

A. C. Turlapaty and B. Gokaraju, "Feature Analysis for Classification of Physical Actions Using Surface EMG Data," in IEEE Sensors Journal, vol. 19, no. 24, pp. 12196-12204, 15 Dec.15, 2019, doi: 10.1109/JSEN.2019.2937979. IEEE-SENSORS 

CONFERENCE PROCEEDINGS

2023 

V. Vidya Sagar, Anish C. Turlapaty, Surya Naidu,  Impact of Measurement Conditions on Classification of ADL using Surface EMG signals, IEEE ISPA 2023, Rome, Italy

A. G. Eswar, Anish C. Turlapaty, Surya Naidu, Fatigue Classification and Onset Estimation Using Surface EMG Signals During Strength Training, Accepted At APSIPA ASC 2023, TICC, TAIPEI, TAIWAN. 

2022

K. Bhagyasree and  Anish C. Turlapaty, A Hierarchical Approach for Decoding Human Reach-and-Grasp Activities based on EEG Signals, IEEE SPCOM 2022, IISc, Bangalore, India.  

2021

T. S. Charitha, A. C. Turlapaty, B. Gokaraju, E. Noku  " Optimal Features for Cross Subject Classification of Imagined Left and Right Fist Movements using EEG Signals,"  50th Applied Imagery and Pattern Recognition Workshop 2021. 

K. Bhagyasree, A. C. Turlapaty, B. Gokaraju, "An Ensemble Approach for Classification of Reach and Grasp Movements based on EEG Signals," 50th Applied Imagery and Pattern Recognition Workshop 2021

K. Durgesh, A. C. Turlapaty, M. Thakur, "A Gaussian-Laplacian Mixture Model for Surface EMG Signals from Upper Limbs," Proceedings of the 43rd Annual Conference on IEEE Engineering in Medicine and Biology, 2021.  

2019

N. Amamcherla, A. Turlapaty and B. Gokaraju, “SVM based Classification Of sEMG Signals using Time Domain Features for the Applications towards Arm Exoskeletons,” 2019 Advances in Robotics, IIT Madras, 2-6 July, Chennai, India. 

2018

N. Amamcherla, A. Turlapaty and B. Gokaraju, "A Machine Learning System for Classification of EMG Signals to Assist Exoskeleton Performance," 2018 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), Washington, DC, USA, 2018, pp. 1-4. AIPR