Sadasivan Puthusserypady

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 49

Top Topics

Brain Computer Interface

Atrial Fibrillation

Top Venues

Expert Syst. Appl.

Publications

Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
An Efficient and Flexible Deep Learning Method for Signal Delineation via Keypoints Estimation. CoRR (2024)
Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
Contrastive Learning Is Not Optimal for Quasiperiodic Time Series. CoRR (2024)
Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Adrian Atienza, Jakob E. Bardram
NERULA: A Dual-Pathway Self-Supervised Learning Framework for Electrocardiogram Signal Analysis. CoRR (2024)
Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
Subject-based Non-contrastive Self-Supervised Learning for ECG Signal Processing. CoRR (2023)
Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Jakob E. Bardram
Reading Between the Leads: Local Lead-Attention Based Classification of Electrocardiogram Signals. CinC (2023)
Devender Kumar, Sadasivan Puthusserypady, Helena Dominguez, Kamal Sharma, Jakob E. Bardram
An investigation of the contextual distribution of false positives in a deep learning-based atrial fibrillation detection algorithm. Expert Syst. Appl. 211 (2023)
Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
Learning Beyond Similarities: Incorporating Dissimilarities between Positive Pairs in Self-Supervised Time Series Learning. CoRR (2023)
Cihan Uyanik, Muhammad Ahmed Khan, Rig Das, John Paulin Hansen, Sadasivan Puthusserypady
Brainy Home: A Virtual Smart Home and Wheelchair Control Application Powered by Brain Computer Interface. BIODEVICES (2022)
Devender Kumar, Abdolrahman Peimankar, Kamal Sharma, Helena Dominguez, Sadasivan Puthusserypady, Jakob E. Bardram
Deepaware: A hybrid deep learning and context-aware heuristics-based model for atrial fibrillation detection. Comput. Methods Programs Biomed. 221 (2022)
Cihan Uyanik, Muhammad Ahmed Khan, Iris Brunner, John Paulin Hansen, Sadasivan Puthusserypady
Machine Learning for Motor Imagery Wrist Dorsiflexion Prediction in Brain-Computer Interface Assisted Stroke Rehabilitation. EMBC (2022)
Masud Shah Jahan, Marjan Mansourvar, Sadasivan Puthusserypady, Uffe Kock Wiil, Abdolrahman Peimankar
Short-term atrial fibrillation detection using electrocardiograms: A comparison of machine learning approaches. Int. J. Medical Informatics 163 (2022)
Alex Efstathios Voinas, Rig Das, Muhammad Ahmed Khan, Iris Brunner, Sadasivan Puthusserypady
Motor Imagery EEG Signal Classification for Stroke Survivors Rehabilitation. BCI (2022)
Baosheng James Hou, John Paulin Hansen, Cihan Uyanik, Per Bækgaard, Sadasivan Puthusserypady, Jacopo M. Araujo, I. Scott MacKenzie
Feasibility of a Device for Gaze Interaction by Visually-Evoked Brain Signals. ETRA (2022)
Abdolrahman Peimankar, Sadasivan Puthusserypady
DENS-ECG: A deep learning approach for ECG signal delineation. Expert Syst. Appl. 165 (2021)
Simon Dahl Thorsager Olesen, Rig Das, Mathias Dizon Olsson, Muhammad Ahmed Khan, Sadasivan Puthusserypady
Hybrid EEG-EOG-based BCI system for Vehicle Control. BCI (2021)
Mario Corral Bolaños, Sheyla Barrado Ballestero, Sadasivan Puthusserypady
Filter bank approach for enhancement of supervised Canonical Correlation Analysis methods for SSVEP-based BCI spellers. EMBC (2021)
Gerald Hirsch, Søren Hjøllund Jensen, Erik S. Poulsen, Sadasivan Puthusserypady
Atrial fibrillation detection using heart rate variability and atrial activity: A hybrid approach. Expert Syst. Appl. 169 (2021)
Muhammad Ahmed Khan, Bayram Metin Bayram, Rig Das, Sadasivan Puthusserypady
Electromyography and Inertial Motion Sensors Based Wearable Data Acquisition System for Stroke Patients: A Pilot Study. EMBC (2021)
Baosheng James Hou, Per Bækgaard, I. Scott MacKenzie, John Paulin Hansen, Sadasivan Puthusserypady
GIMIS: Gaze Input with Motor Imagery Selection. ETRA Adjunct (2020)
Liam Ratcliffe, Sadasivan Puthusserypady
Importance of Graphical User Interface in the design of P300 based Brain-Computer Interface systems. Comput. Biol. Medicine 117 (2020)
Rig Das, Paula Sánchez López, Muhammad Ahmed Khan, Helle K. Iversen, Sadasivan Puthusserypady
FBCSP and Adaptive Boosting for Multiclass Motor Imagery BCI Data Classification: A Machine Learning Approach. SMC (2020)
Abdolrahman Peimankar, Sadasivan Puthusserypady
DENS-ECG: A Deep Learning Approach for ECG Signal Delineation. CoRR (2020)
Muhammad Ahmed Khan, Rig Das, Helle K. Iversen, Sadasivan Puthusserypady
Review on motor imagery based BCI systems for upper limb post-stroke neurorehabilitation: From designing to application. Comput. Biol. Medicine 123 (2020)
Jacopo M. Araujo, Guangtao Zhang, John Paulin Hansen, Sadasivan Puthusserypady
Exploring Eye-Gaze Wheelchair Control. ETRA Adjunct (2020)
Ali Mohebbi, Jens Magelund Tarp, Morten Lind Jensen, Sadasivan Puthusserypady, Elise Hachmann-Nielsen, Henrik Bengtsson, Morten Mørup
Fast Assessment of Glycemic Control based on Continuous Glucose Monitoring Data. EMBC (2019)
Soren Moller Christensen, Nicklas Stubkjar Holm, Sadasivan Puthusserypady
An Improved Five Class MI Based BCI Scheme for Drone Control Using Filter Bank CSP. BCI (2019)
Sachin Prathaban, Vishal Sisodia, Sadasivan Puthusserypady
Consequence of Stress on Cognitive Performance: An EEG and HRV Study. TENCON (2019)
Tamás Karácsony, John Paulin Hansen, Helle Klingenberg Iversen, Sadasivan Puthusserypady
Brain Computer Interface for Neuro-rehabilitation With Deep Learning Classification and Virtual Reality Feedback. AH (2019)
Tine Holmbæck Petersen, Sadasivan Puthusserypady
Assessing tDCS Placebo Effects on EEG and Cognitive Tasks. EMBC (2019)
Rasmus S. Andersen, Abdolrahman Peimankar, Sadasivan Puthusserypady
A deep learning approach for real-time detection of atrial fibrillation. Expert Syst. Appl. 115 (2019)
Paula Sánchez López, Helle K. Iversen, Sadasivan Puthusserypady
An Efficient Multi-Class MI Based BCI Scheme Using Statistical Fusion Techniques of Classifiers. TENCON (2019)
Abdolrahman Peimankar, Mona Jafar Jajroodi, Sadasivan Puthusserypady
Automatic Detection of Cardiac Arrhythmias Using Ensemble Learning. TENCON (2019)
Andrei Chiuzbaian, Jakob Jakobsen, Sadasivan Puthusserypady
Mind Controlled Drone: An Innovative Multiclass SSVEP based Brain Computer Interface. BCI (2019)
Ciarán McGeady, Aleksandra Vuckovic, Sadasivan Puthusserypady
A Hybrid MI-SSVEP based Brain Computer Interface for Potential Upper Limb Neurorehabilitation: A Pilot Study. BCI (2019)
Abdolrahman Peimankar, Sadasivan Puthusserypady
An Ensemble of Deep Recurrent Neural Networks for P-wave Detection in Electrocardiogram. ICASSP (2019)
Hauke Dose, Jakob S. Møller, Helle K. Iversen, Sadasivan Puthusserypady
An end-to-end deep learning approach to MI-EEG signal classification for BCIs. Expert Syst. Appl. 114 (2018)
Ana P. Costa, Jakob S. Møller, Helle K. Iversen, Sadasivan Puthusserypady
Adaptive CSP for User Independence in MI-BCI Paradigm for Upper Limb Stroke Rehabilitation. GlobalSIP (2018)
Ana P. Costa, Jakob S. Møller, Helle K. Iversen, Sadasivan Puthusserypady
An adaptive CSP filter to investigate user independence in a 3-class MI-BCI paradigm. Comput. Biol. Medicine 103 (2018)
Hauke Dose, Jakob S. Møller, Sadasivan Puthusserypady, Helle K. Iversen
A Deep Learning MI - EEG Classification Model for BCIs. EUSIPCO (2018)
Abdolrahman Peimankar, Sadasivan Puthusserypady
Ensemble Learning for Detection of Short Episodes of Atrial Fibrillation. EUSIPCO (2018)
Helle K. Iversen, Sadasivan Puthusserypady
Motor Imagery based Brain Computer Interface Paradigm for Upper Limb Stroke Rehabilitation. EMBC (2018)
Rasmus S. Andersen, Erik S. Poulsen, Sadasivan Puthusserypady
A novel approach for automatic detection of Atrial Fibrillation based on Inter Beat Intervals and Support Vector Machine. EMBC (2017)
Iben H. Bruun, Semira M. S. Hissabu, Erik S. Poulsen, Sadasivan Puthusserypady
Automatic Atrial Fibrillation detection: A novel approach using discrete wavelet transform and heart rate variability. EMBC (2017)
Mario Guarascio, Sadasivan Puthusserypady
Automatic minimization of ocular artifacts from electroencephalogram: A novel approach by combining Complete EEMD with Adaptive Noise and Renyi's Entropy. Biomed. Signal Process. Control. 36 (2017)
Cristina Leza, Sadasivan Puthusserypady
Detection of user independent single trial ERPs in Brain Computer Interfaces: An adaptive spatial filtering approach. EMBC (2017)
Eleni Chiou, Sadasivan Puthusserypady
Spatial filter feature extraction methods for P300 BCI speller: A comparison. SMC (2016)
Jonas Isaksen, Ali Mohebbi, Sadasivan Puthusserypady
A comparative study of pseudorandom sequences used in a c-VEP based BCI for online wheelchair control. EMBC (2016)
Kevin Kaergaard, Søren Hjøllund Jensen, Sadasivan Puthusserypady
A comprehensive performance analysis of EEMD-BLMS and DWT-NN hybrid algorithms for ECG denoising. Biomed. Signal Process. Control. 25 (2016)
Nicolai Westergren, Rasmus L. Bendtsen, Troels W. Kjær, Carsten E. Thomsen, Sadasivan Puthusserypady, Helge B. D. Sørensen
Steady state visual evoked potential based brain-computer interface for cognitive assessment. EMBC (2016)
Ali Mohebbi, Signe K. D. Engelsholm, Sadasivan Puthusserypady, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen
A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential. EMBC (2015)
Kevin Kaergaard, Søren Hjøllund Jensen, Sadasivan Puthusserypady
ECG De-noising: A comparison between EEMD-BLMS and DWT-NN algorithms. EMBC (2015)
Abdulla Ali, Sadasivan Puthusserypady
A 3D learning playground for potential attention training in ADHD: A brain computer interface approach. EMBC (2015)
Darius Adam Rohani, Helge B. D. Sørensen, Sadasivan Puthusserypady
Brain-computer interface using P300 and virtual reality: A gaming approach for treating ADHD. EMBC (2014)
Mehdi Ordikhani-Seyedlar, Helge B. D. Sørensen, Troels W. Kjær, Hartwig R. Siebner, Sadasivan Puthusserypady
SSVEP-modulation by covert and overt attention: Novel features for BCI in attention neuro-rehabilitation. EMBC (2014)
Ting Wang, Sheng-Uei Guan, Sadasivan Puthusserypady, Prudence W. H. Wong
Statistical Discriminability Estimation for Pattern Classification Based on Neural Incremental Attribute Learning. Int. J. Appl. Evol. Comput. 5 (2) (2014)
Thomas Bender, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen, Sadasivan Puthusserypady
Semi-supervised adaptation in ssvep-based brain-computer interface using tri-training. EMBC (2013)
Adnan Vilic, Troels W. Kjær, Carsten E. Thomsen, Sadasivan Puthusserypady, Helge B. D. Sørensen
DTU BCI speller: An SSVEP-based spelling system with dictionary support. EMBC (2013)
Darius A. Rohani, William S. Henning, Carsten E. Thomsen, Troels W. Kjær, Sadasivan Puthusserypady, Helge B. D. Sørensen
BCI using imaginary movements: The simulator. Comput. Methods Programs Biomed. 111 (2) (2013)
Rajesh Chandrasekhara Panicker, Sadasivan Puthusserypady, Ying Sun
An Asynchronous P300 BCI With SSVEP-Based Control State Detection. IEEE Trans. Biomed. Eng. 58 (6) (2011)
Rajesh Chandrasekhara Panicker, Sadasivan Puthusserypady, Ying Sun
Adaptation in P300 Brain-Computer Interfaces: A Two-Classifier Cotraining Approach. IEEE Trans. Biomed. Eng. 57 (12) (2010)
Wenting Mo, Sheng Uei Guan, Sadasivan Puthusserypady
Ordered Incremental Multi-Objective Problem Solving Based on Genetic Algorithms. Int. J. Appl. Evol. Comput. 1 (2) (2010)
Sadasivan Puthusserypady, Rui Jue, Tharmalingam Ratnarajah
Filters. IEEE Trans. Biomed. Eng. 57 (5) (2010)
Rajesh Chandrasekhara Panicker, Sadasivan Puthusserypady, Ananda P. Pryana, Ying Sun
Asynchronous P300 BCI: SSVEP-based control state detection. EUSIPCO (2010)
Yang Lu, Feifei Gao, Sadasivan Puthusserypady, Arumugam Nallanathan
Semi-Blind Channel Estimation for Space-Time Coded Amplify-and-Forward Relay Networks. GLOBECOM (2009)
Tze Yang Ng, Lock Yue Chew, Sadasivan Puthusserypady
Error Correction With Chaotic Switching Between Convolutional Codecs. IEEE Trans. Circuits Syst. I Regul. Pap. (11) (2008)
Ajeesh P. Kurian, Sadasivan Puthusserypady
Self-synchronizing chaotic stream ciphers. Signal Process. 88 (10) (2008)
Huaien Luo, Sadasivan Puthusserypady
Analysis of fMRI Data With Drift: Modified General Linear Model and Bayesian Estimator. IEEE Trans. Biomed. Eng. 55 (5) (2008)
Sadasivan Puthusserypady
adaptive algorithms. Medical Biol. Eng. Comput. 45 (10) (2007)
Zuo Ziqiang, Sadasivan Puthusserypady
Analysis of Schizophrenic EEG Synchrony using Empirical Mode Decomposition. DSP (2007)
Huaien Luo, Sadasivan Puthusserypady
Adaptive spatiotemporal modelling and estimation of the event-related fMRI responses. Signal Process. 87 (11) (2007)
Rajesh Chandrasekhara Panicker, Sadasivan Puthusserypady
A Constrained Genetic Algorithm for Efficient Dimensionality Reduction for Pattern Classification. CIS (2007)
Huaien Luo, Sadasivan Puthusserypady
Estimation of the Hemodynamic Response of fMRI Data Using RBF Neural Network. IEEE Trans. Biomed. Eng. 54 (8) (2007)
Huaien Luo, Sadasivan Puthusserypady
fMRI Data Analysis With Nonstationary Noise Models: A Bayesian Approach. IEEE Trans. Biomed. Eng. 54 (9) (2007)
Huaien Luo, Sadasivan Puthusserypady
NARX Neural Networks for Dynamical Modelling of fMRI Data. IJCNN (2006)
Ajeesh P. Kurian, Sadasivan Puthusserypady
Performance Analysis of Nonlinear-Predictive-Filter-Based Chaotic Synchronization. IEEE Trans. Circuits Syst. II Express Briefs (9) (2006)
Huaien Luo, Sadasivan Puthusserypady
Spatio-temporal Modeling and Analysis of Fmri Data Using Narx Neural Network. Int. J. Neural Syst. 16 (2) (2006)
Sadasivan Puthusserypady, Tharmalingam Ratnarajah
Robust adaptive techniques for minimization of EOG artefacts from EEG signals. Signal Process. 86 (9) (2006)
C. Mahendra, Sadasivan Puthusserypady
Multiuser Receiver for DS-CDMA Signals in Multipath Channels: An Enhanced Multisurface Method. IEEE Trans. Neural Networks 17 (6) (2006)
Ajeesh P. Kurian, Sadasivan Puthusserypady
Unscented Kalman Filter and Particle Filter for Chaotic Synchronization. APCCAS (2006)
Ajeesh P. Kurian, Sadasivan Puthusserypady, Su Myat Htut
Performance enhancement of DS/CDMA system using chaotic complex spreading sequence. IEEE Trans. Wirel. Commun. 4 (3) (2005)
Huaien Luo, Sadasivan Puthusserypady
A sparse Bayesian method for determination of flexible design matrix for fMRI data analysis. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2005)
Sadasivan Puthusserypady, Tharmalingam Ratnarajah
adaptive filters for eye blink artifact minimization from electroencephalogram. IEEE Signal Process. Lett. 12 (12) (2005)
Guo Linlin, Sadasivan Puthusserypady
Performance analysis of Volterra-based nonlinear adaptive blind multiuser detectors for DS-CDMA systems. Signal Process. 84 (10) (2004)
Huaien Luo, Sadasivan Puthusserypady
Neural Networks for fMRI Spatio-temporal Analysis. ICONIP (2004)
Su Myat Htut, Sadasivan Puthusserypady
A novel CDP DS/SS system with 2-dimensional Ikeda map chaotic sequence. PIMRC (2003)
Du Lin, Sadasivan Puthusserypady
Parallel interference cancellation scheme based on adaptive MMSE detector for DS-CDMA systems. PIMRC (2003)
Guo Linlin, Sadasivan Puthusserypady
Performance analysis of Volterra-based nonlinear blind multiuser detector for DS-CDMA systems. WCNC (2003)
Du Lin, Sadasivan Puthusserypady
A novel multiuser detection scheme combining adaptive MMSE receiver and parallel interference canceller for near-far resistance. MWCN (2002)