CNN based approach for activity recognition using a wrist-worn accelerometer

Conference Paper
Madhuri Panwar, S Ram Dyuthi, K Chandra Prakash, Dwaipayan Biswas, Amit Acharyya, Koushik Maharatna, Arvind Gautam and Ganesh R Naik
In Proceedings of 39th IEEE EMBS Annual International conference, July 11 - 15, 2017, Jeju Island, South Korea, Pages 2438-2441.
Publication year: 2017

Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification

Conference Paper
Rifai Chai, Ganesh R Naik, Sai Ho Ling, Yvonne Tran, Ashley Craig and Hung T Nguyen
In Proceedings of 39th IEEE EMBS Annual International conference, July 11 - 15, 2017, Jeju Island, South Korea, Pages 1808-1811.
Publication year: 2017

Advances in Principal Component Analysis: Research and Development

Books
Ganesh R Naik
Springer Berlin Heidelberg: Imprint: Springer; 2017.
Publication year: 2017

A system for accelerometer-based gesture classification using artificial neural networks

Conference Paper
Robert M Stephenson, Ganesh R Naik and Rifai Chai
In Proceedings of 39th IEEE EMBS Annual International conference, July 11 - 15, 2017, Jeju Island, South Korea, Pages 4187-4190.
Publication year: 2017

Wavelet PCA for Automatic Identification of Walking with and without an Exoskeleton on a Treadmill using Pressure and Accelerometer sensors

Conference Paper
Ganesh R. Naik, Gita Pendharkar and Hung T. Nguyen
in Proceedings of 38th IEEE EMBS Annual International conference, August 17 - 20, 2016, Orlando, USA, Pages 1999 - 2002
Publication year: 2016

Validity and everyday clinical applicability of lumbar muscle fatigue assessment methods in patients with chronic non-specific low back pain: a systematic review

Journal Paper
Jorge H VillafaƱe, Massimiliano Gobbo, Matteo Peranzoni, Ganesh Naik, Grace Imperio, Joshua A Cleland and Stefano Negrini
Disability and rehabilitation, Volume 38, Issue 19, Pages 1859-1871, Publisher Taylor & Francis. Impact Factor: 1.804 (2016)
Publication year: 2016

Transradial Amputee Gesture Classification Using an Optimal Number of sEMG Sensors: An Approach Using ICA Clustering

Journal Paper
Ganesh Naik, Ali Al-Timemy and Hung Nguyen
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume 24, Issue 8, Pages 837-846, Aug. 2016. Impact Factor 3.41 (2016)
Publication year: 2016

Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders

Journal Paper
Ganesh R Naik, S Easter Suviseshamuthu and Hung T Nguyen
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume 24, Issue 7, Pages 734 - 743, July. 2016. Impact Factor 3.41 (2016)
Publication year: 2016

Shape memory alloy smart knee spacer to enhance knee functionality: Model design and finite element analysis

Conference Paper
Arvind Gautam, A Bhargavi Rani, Miguel A Callejas, Swati Ghosh Acharyya, Amit Acharyya, Dwaipayan Biswas, Vasundhra Bhandari, Paresh Sharma and Ganesh R Naik
In Proceedings of 38th IEEE EMBS Annual International conference, August 17 - 20, 2016, Orlando, USA, Pages 6046-6049.
Publication year: 2016

Selecting optimal EEG channels for mental tasks classification: An approach using ICA

Conference Paper
Rifai Chai, Ganesh R Naik, Tuan N Nguyen, Sai Ho Ling, Yvonne Tran and Hung T Nguyen
In proceeding of IEEE Congress on Evolutionary Computation (CEC), July 24 - 29, 2016, Vancouver, Canada, Pages 1331-1335.
Publication year: 2016

Retinal Fundus Image Analysis for Diagnosis of Glaucoma: A Comprehensive Survey

Journal Paper
C. S. Mary, E. B. Rajsingh and Ganesh. R Naik
IEEE ACCESS Journal, Volume 4, Pages 4327-4354. Impact Factor 3.214 (2016)
Publication year: 2016

Reconfigurable hardware-software codesign methodology for protein identification

Conference Paper
Venkateshwarlu Y Gudur, Sandeep Thallada, Abhinay R Deevi, Venkata Krishna Gande, Amit Acharyya, Vasundhra Bhandari, Paresh Sharma, Saqib Khursheed and Ganesh R Naik
in Proceedings of 38th IEEE EMBS Annual International conference, August 17 - 20, 2016, Orlando, USA, Pages 2456-2459.
Publication year: 2016

Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review

Journal Paper
Ganesh R Naik, S Easter Suviseshamuthu, Massimiliano Gobbo, Amit Acharyya and Hung T Nguyen
IEEE ACCESS Journal, Volume 4, Pages 4025-4037. Impact Factor 3.244 (2016)
Publication year: 2016

Novel Ti-Nb alloys with improved wear resistance for biomedical implant application

Conference Paper
Praveen Chapala, Swati Ghosh Acharyya, SM Shariff and Ganesh Naik
in Proceedings of 38th IEEE EMBS Annual International conference, August 17 - 20, 2016, Orlando, USA, Pages 4208-4211.
Publication year: 2016

Non-negative Matrix Factorization Techniques: Advances in Theory and Applications

Books
Ganesh R Naik
Springer Berlin Heidelberg: Imprint: Springer; 2016.
Publication year: 2016