| Applications of Deep Learning and Reinforcement Learning to Biological Data M Mahmud, MS Kaiser, A Hussain, S Vassanelli IEEE Transactions on Neural Networks and Learning Systems, 2018 | 290 | 2018 |
| A brain-inspired trust management model to assure security in a cloud based IoT framework for neuroscience applications M Mahmud, MS Kaiser, MM Rahman, MA Rahman, A Shabut, ... Cognitive Computation 10 (5), 864-873, 2018 | 59 | 2018 |
| Trends and Challenges in Neuroengineering: Toward “Intelligent” Neuroprostheses through Brain-“Brain Inspired Systems” Communication S Vassanelli, M Mahmud Frontiers in Neuroscience 10, 438, 2016 | 50 | 2016 |
| Toward a heterogeneous mist, fog, and cloud-based framework for the internet of healthcare things M Asif-Ur-Rahman, F Afsana, M Mahmud, MS Kaiser, MR Ahmed, ... IEEE Internet of Things Journal 6 (3), 4049-4062, 2018 | 48 | 2018 |
| A neuro-fuzzy control system based on feature extraction of surface electromyogram signal for solar-powered wheelchair MS Kaiser, ZI Chowdhury, S Al Mamun, A Hussain, M Mahmud Cognitive Computation 8 (5), 946-954, 2016 | 46 | 2016 |
| An Energy Conserving Routing Scheme for Wireless Body Sensor Nanonetwork Communication F Afsana, M Asif-Ur-Rahman, MR Ahmed, M Mahmud, MS Kaiser IEEE Access 6, 9186-9200, 2018 | 40 | 2018 |
| A Consensus Novelty Detection Ensemble Approach for Anomaly Detection in Activities of Daily Living SW Yahaya, A Lotfi, M Mahmud Applied Soft Computing 83, 105613, 2019 | 38 | 2019 |
| Advances in Crowd Analysis for Urban Applications Through Urban Event Detection MS Kaiser, KT Lwin, M Mahmud, D Hajializadeh, T Chaipimonplin, ... IEEE Transactions on Intelligent Transportation Systems 19 (10), 3092-3112, 2018 | 37 | 2018 |
| Processing and Analysis of Multichannel Extracellular Neuronal Signals: State-of-the-art and Challenges M Mahmud, S Vassanelli Frontiers in Neuroscience 10, 248, 2016 | 36 | 2016 |
| Deep Learning in Mining Biological Data M Mahmud, MS Kaiser, M McGinnity, A Hussain Cognitive Computation 13 (1), 1-33, 2021 | 35 | 2021 |
| QSpike Tools: a Generic Framework for Parallel Batch Preprocessing of Extracellular Neuronal Signals Recorded by Substrate Microelectrode Arrays M Mahmud, R Pulizzi, E Vasilaki, M Giugliano Frontiers in Neuroinformatics 8, 26, 2014 | 35 | 2014 |
| SigMate: A Matlab–based automated tool for extracellular neuronal signal processing and analysis M Mahmud, A Bertoldo, S Girardi, M Maschietto, S Vassanelli Journal of Neuroscience Methods, 2012 | 32 | 2012 |
| Wireless sensor networks in application to patients health monitoring S Rajba, P Raif, T Rajba, M Mahmud 2013 IEEE Symposium on Computational Intelligence in Healthcare and e-health …, 2013 | 31 | 2013 |
| SigMate: A MATLAB-based neuronal signal processing tool M Mahmud, A Bertoldo, S Girardi, M Maschietto, S Vassanelli 2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010 | 29 | 2010 |
| Detecting Neurodegenerative Disease from MRI: A Brief Review on a Deep Learning Perspective MBT Noor, NZ Zenia, MS Kaiser, M Mahmud, S Al Mamun International Conference on Brain Informatics, 115-125, 2019 | 27 | 2019 |
| On the Way to Large-Scale and High-Resolution Brain-Chip Interfacing S Vassanelli, M Mahmud, S Girardi, M Maschietto Cognitive Computation 4 (1), 71-81, 2012 | 27 | 2012 |
| EEG based brain-machine interface for navigation of robotic device M Mahmud, D Hawellek, A Bertoldo 2010 3rd IEEE RAS & EMBS International Conference on Biomedical Robotics and …, 2010 | 27 | 2010 |
| An automated method for detection of layer activation order in information processing pathway of rat barrel cortex under mechanical whisker stimulation M Mahmud, E Pasqualotto, A Bertoldo, S Girardi, M Maschietto, ... Journal of neuroscience methods 196 (1), 141-150, 2011 | 26 | 2011 |
| CMOS-compatible purely capacitive interfaces for high-density in-vivo recording from neural tissue S Schröder, C Cecchetto, S Keil, M Mahmud, E Brose, Ö Dogan, G Bertotti, ... Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE, 1-4, 2015 | 24 | 2015 |
| Application of Convolutional Neural Network in Segmenting Brain Regions from MRI Data HM Ali, MS Kaiser, M Mahmud International Conference on Brain Informatics, 136-146, 2019 | 23 | 2019 |
stefano vassanelliProfessor of Physiology, University of PadovaVerified email at unipd.it
