| 2025 | AAAI | Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA. | Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady |
| 2025 | SGAI | NERULA: A Dual-Pathway Self-supervised Learning Framework for Electrocardiogram Signal Analysis. | Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Adrian Atienza, Jakob E. Bardram |
| 2025 | SGAI | Dynamic Fusion of Structured Covariates into Deep Signal Backbones. | Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Jakob E. Bardram |
| 2024 | IJCAI | Contrastive Learning Is Not Optimal for Quasiperiodic Time Series. | Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady |
| 2022 | ETRA | Feasibility of a Device for Gaze Interaction by Visually-Evoked Brain Signals. | Baosheng James Hou, John Paulin Hansen, Cihan Uyanik, Per Bkgaard, Sadasivan Puthusserypady, Jacopo M. Araujo, I. Scott MacKenzie |
| 2020 | ETRA | Exploring Eye-Gaze Wheelchair Control. | Jacopo M. Araujo, Guangtao Zhang, John Paulin Hansen, Sadasivan Puthusserypady |
| 2020 | ETRA | GIMIS: Gaze Input with Motor Imagery Selection. | Baosheng James Hou, Per Bkgaard, I. Scott MacKenzie, John Paulin Hansen, Sadasivan Puthusserypady |
| 2020 | SMC | FBCSP and Adaptive Boosting for Multiclass Motor Imagery BCI Data Classification: A Machine Learning Approach. | Rig Das, Paula Snchez Lpez, Muhammad Ahmed Khan, Helle K. Iversen, Sadasivan Puthusserypady |
| 2019 | ICASSP | An Ensemble of Deep Recurrent Neural Networks for P-wave Detection in Electrocardiogram. | Abdolrahman Peimankar, Sadasivan Puthusserypady |
| 2019 | Tencon | An Efficient Multi-Class MI Based BCI Scheme Using Statistical Fusion Techniques of Classifiers. | Paula Snchez Lpez, Helle K. Iversen, Sadasivan Puthusserypady |
| 2019 | Tencon | Automatic Detection of Cardiac Arrhythmias Using Ensemble Learning. | Abdolrahman Peimankar, Mona Jafar Jajroodi, Sadasivan Puthusserypady |
| 2019 | Tencon | Consequence of Stress on Cognitive Performance: An EEG and HRV Study. | Sachin Prathaban, Vishal Sisodia, Sadasivan Puthusserypady |
| 2016 | SMC | Spatial filter feature extraction methods for P300 BCI speller: A comparison. | Eleni Chiou, Sadasivan Puthusserypady |
| 2009 | GLOBECOM | Semi-Blind Channel Estimation for Space-Time Coded Amplify-and-Forward Relay Networks. | Yang Lu, Feifei Gao, Sadasivan Puthusserypady, Arumugam Nallanathan |
| 2007 | CIS | A Constrained Genetic Algorithm for Efficient Dimensionality Reduction for Pattern Classification. | Rajesh Chandrasekhara Panicker, Sadasivan Puthusserypady |
| 2006 | IJCNN | NARX Neural Networks for Dynamical Modelling of fMRI Data. | Huaien Luo, Sadasivan Puthusserypady |
| 2004 | ICONIP | Neural Networks for fMRI Spatio-temporal Analysis. | Huaien Luo, Sadasivan Puthusserypady |
| 2003 | PIMRC | A novel CDP DS/SS system with 2-dimensional Ikeda map chaotic sequence. | Su Myat Htut, Sadasivan Puthusserypady |
| 2003 | PIMRC | Parallel interference cancellation scheme based on adaptive MMSE detector for DS-CDMA systems. | Du Lin, Sadasivan Puthusserypady |
| 2003 | WCNC | Performance analysis of Volterra-based nonlinear blind multiuser detector for DS-CDMA systems. | Guo Linlin, Sadasivan Puthusserypady |