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Number of items: 52.

Cecotti, Hubert (2017) Convolutional neural networks for event-related potential detection:impact of the architecture. In: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju, South Korea. IEEE. 4 pp. [Conference contribution]

Cecotti, Hubert, Barachant, Alexandre, King, Jean Remi, Sanchez Bornot, Jose and Prasad, Girijesh (2017) Single-trial detection of event-related fields in MEG from the presentation of happy faces : Results of the Biomag 2016 data challenge. In: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju, South Korea. IEEE. 4 pp. [Conference contribution]

Cecotti, Hubert, Boumedine, Cyrus and Callaghan, MJ (2017) Hand-drawn symbol recognition in immersive virtual reality using deep extreme learning machines. In: Int. Conf. on Recent Trends in Image Processing and Pattern Recognition, Bidar, Karnataka, India. springer. 13 pp. [Conference contribution]

Meena, YK, Cecotti, Hubert, Wong, Kong-Fatt and Prasad, G (2017) A novel multimodal gaze controlled Hindi virtual keyboard for disabled users. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), Budapest. IEEE Xplore. 6 pp. [Conference contribution]

Meena, YK, Chowdhury, A, Cecotti, Hubert, Wong, Kong-Fatt, Dutta, A and Prasad, G (2017) EMOHEX: An eye tracker based mobility and hand exoskeleton device for assisting disabled people. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Budapest. IEEE Xplore. 6 pp. [Conference contribution]

Meena, Yogesh, Cecotti, Hubert, Wong-Lin, KongFatt and Prasad, Girijesh (2017) A Multimodal Interface to Resolve the Midas-Touch Problem in Gaze Controlled Wheelchair. In: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE. 4 pp. [Conference contribution]

Rathee, Dheeraj, Cecotti, Hubert and Prasad, Girijesh (2017) Propofol-induced Sedation Diminishes the Strength of Frontal-Parietal-Occipital EEG Network. In: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju, South Korea. IEEE. 4 pp. [Conference contribution]

Cecotti, Hubert (2016) Active graph based semi-supervised learning using image matching: application to handwritten digit recognition. Pattern Recognition Letters, 73 . pp. 76-82. [Journal article]

Cecotti, Hubert (2016) Deep Random Vector Functional Link Network for Handwritten Character Recognition. In: Int. Joint Conf. on Neural Networks, Vancouver, BC, Canada. IEEE. 6 pp. [Conference contribution]

Cecotti, Hubert (2016) Hierarchical K-Nearest Neighbor with GPUs and a High Performance Cluster: application to Handwritten Character Recognition. International Journal of Pattern Recognition and Artificial Intelligence . pp. 1-24. [Journal article]

Cecotti, Hubert (2016) A Multimodal Gaze-Controlled Virtual Keyboard. IEEE Transactions on Human-Machine Systems, 46 (4). pp. 601-606. [Journal article]

Cecotti, Hubert (2016) Single-Trial Detection With Magnetoencephalography During a Dual-Rapid Serial Visual Presentation Task. IEEE Transactions on Biomedical Engineering, 63 (1). pp. 220-227. [Journal article]

Cecotti, Hubert (2016) Single-trial detection with Magnetoencephalography: Application to target detection in images. In: MEG UK 2016, York, UK. none. 1 pp. [Conference contribution]

Cecotti, Hubert and Gardiner, Bryan (2016) Classification of images using semi-supervised learning and structural similarity measure. In: Irish Machine Vision and Image Processing conference, NUI Galway, Ireland. Irish Pattern Recognition & Classification Society. 2 pp. [Conference contribution]

Cecotti, Hubert and Gardiner, Bryan (2016) Image quality assessment through brain signal analysis. In: Irish Machine Vision and Image Processing conference, NUI Galway, Ireland. Irish Pattern Recognition & Classification Society. 2 pp. [Conference contribution]

Cecotti, Hubert and Ries, Anthony (2016) Best practice for single-trial detection of event-related potentials:Application to brain-computer interfaces. International Journal of Psychophysiology, 1 . pp. 1-14. [Journal article]

Dheeraj, R, Cecotti, Hubert and Prasad, Girijesh (2016) Effective Connectivity Analysis in Fronto-Centro-Parietal Network during Altered Levels of Consciousness. In: Neuroinformatics 2016, Reading, United Kingdom. Frontiers. 2 pp. [Conference contribution]

Rathee, Dheeraj, Cecotti, Hubert and Prasad, Girijesh (2016) Effective Connectivity Analysis in Fronto-Centro-Parietal Network during Altered Levels of Consciousness. In: Neuroinformatics 2016, University of Reading, Reading, United Kingdom. Frontiers. 3 pp. [Conference contribution]

Rathee, Dheeraj, Cecotti, Hubert and Prasad, Girijesh (2016) Estimation of Effective Fronto-Parietal Connectivity during Motor Imagery using Partial Granger Causality Analysis. In: Int. Joint Conf. on Neural Networks, Vancouver, BC, Canada. IEEE. 7 pp. [Conference contribution]

Rathee, Dheeraj, Cecotti, Hubert and Prasad, Girijesh (2016) (Un)Consciousness and Time-Series Complexity A study with spontaneous EEG. In: MEG UK 2016, York, UK. none. 1 pp. [Conference contribution]

Raza, Haider, Cecotti, Hubert and Prasad, G (2016) A Combination of Transductive and Inductive Learning for handling Non-Stationarities in MotorImagery Classification. In: Int. Joint Conf. on Neural Networks. IEEE. 8 pp. [Conference contribution]

Bullock, Tom, Cecotti, Hubert and Giesbrecht, Barry (2015) Multiple stages of information processing are modulated during acute bouts of exercise. Neuroscience, 307 . pp. 138-150. [Journal article]

Cecotti, Hubert (2015) Greedy Multi-Class Label Propagation. In: IJCNN 2015. IEEE. 6 pp. [Conference contribution]

Cecotti, Hubert (2015) Handwritten digit recognition of Indian scripts: a cascade of distances approach. In: IJCNN 2015. IEEE. 7 pp. [Conference contribution]

Cecotti, Hubert (2015) Toward shift invariant detection of event-related potentials in non-invasive brain-computer interface. Pattern Recognition Letters . pp. 1-8. [Journal article]

Cecotti, Hubert and Prasad, Girijesh (2015) Single-trial detection of realistic images with magnetoencephalography. In: IJCNN 2015, Killarney, IR. IEEE. 6 pp. [Conference contribution]

Cecotti, Hubert and Ries, Anthony (2015) Implication of non-stationarity in single-trial detection performance of event-related potentials. In: 15th UK Workshop on Computational Intelligence (UKCI 2015), Exeter, UK. IEEE. 4 pp. [Conference contribution]

Cecotti, Hubert and Rivet, Bertrand (2015) Temporal Feature Selection for Optimizing Spatial Filters in a P300 Brain-Computer Interface. In: 15th UK Workshop on Computational Intelligence (UKCI 2015), Exeter, UK. IEEE. 5 pp. [Conference contribution]

Marathe, A.R., Ries, A.J., Lawhern, V.J., Lance, B.J., Touryan, J., McDowell, K. and Cecotti, Hubert (2015) The effect of target and non-target similarity on neural classification performance: a boost from confidence. Frontiers in Neuroscience, 9 . [Journal article]

Meena, Yogesh, Cecotti, Hubert, Wong-Lin, KongFatt and Prasad, Girijesh (2015) Towards increasing the number of commands in a hybrid brain computer-interface with combination of gaze and motor imagery. In: 37nd International IEEE Conference of the Engineering in Medicine and Biology Society, Milan, Italy. IEEE. 4 pp. [Conference contribution]

Meena, Yogesh, Prasad, G, Wong-Lin, KongFatt and Cecotti, Hubert (2015) Powered wheelchair control with a multimodal interface using an eye-tracking and a soft-switch. In: 7th Annual Translational Medicine Conference, Derry/Londonderry. -. 1 pp. [Conference contribution]

Meena, Yogesh, Prasad, Girijesh, Cecotti, Hubert and Wong-Lin, KongFatt (2015) Simultaneous gaze and motor imagery hybrid BCI increases single-trial detection performance: a compatible incompatible study. In: 9th IEEE-EMBS INTERNATIONAL SUMMER SCHOOL ON BIOMEDICAL SIGNAL PROCESSING, Pavia, Italy. IEEE EMBS. 1 pp. [Conference contribution]

Raza, Haider, Cecotti, Hubert, Li, Y and Prasad, Girijesh (2015) Adaptive learning with covariate shift-detection for motor imagery-based brain–computer interface. Soft Computing, 19 . [Journal article]

Raza, Haider, Cecotti, Hubert, Li, Yuhua and Prasad, Girijesh (2015) Learning with Covariate Shift-Detection and Adaptation in Non-Stationary Environments: Application to Brain-Computer Interface. In: IJCNN 2015, Killarney, IR. IEEE. 8 pp. [Conference contribution]

Raza, Haider, Cecotti, Hubert and Prasad, Girijesh (2015) Optimising Frequency Band Selection with Forward-Addition and Backward-Elimination Algorithms in EEG-based Brain-Computer Interfaces. In: IJCNN 2015, Killarney, IR. IEEE. 7 pp. [Conference contribution]

Vajda, S, Rangoni, Y and Cecotti, Hubert (2015) Semi-automatic ground truth generation using unsupervised clustering and limited manual labeling: Application to handwritten character recognition. Pattern Recognition Letters, 58 . pp. 23-28. [Journal article]

Cecotti, Hubert and Coyle, Damien (2014) Calibration-less detection of steady-state visual evoked potentials - comparisons and combinations of methods. In: International Joint Conference on Neural Networks (IJCNN), Beijing, China. IEEE. 6 pp. [Conference contribution]

Cecotti, Hubert, Eckstein, Miguel and Giesbrecht, Barry (2014) Single-Trial Classification of Event-Related Potentials in Rapid Serial Visual Presentation Tasks Using Supervised Spatial Filtering. IEEE Transactions on Neural Networks and Learning Systems, 1 . pp. 1-13. [Journal article]

Cecotti, Hubert, Eckstein, Miguel and Giesbrecht, Barry (2014) Single-trial classification of neural responses evoked in rapid serial visual presentation: Effects of stimulus onset asynchrony and stimulus repetition. In: 36nd International IEEE Conference of the Engineering in Medicine and Biology Society, Chicago, USA. IEEE. 4 pp. [Conference contribution]

Cecotti, Hubert and Rivet, Bertrand (2014) Improving single-trial detection of event-related potentials through artificial deformed signals. In: 36nd International IEEE Conference of the Engineering in Medicine and Biology Society, Chicago, USA. IEEE. 4 pp. [Conference contribution]

Cecotti, Hubert and Rivet, Bertrand (2014) Performance estimation of a cooperative brain-computer interface based on the detection of steady-state visual evoked potentials. In: Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on, Florence, Italy. IEEE. 5 pp. [Conference contribution]

Cecotti, Hubert and Rivet, Bertrand (2014) Subject Combination and Electrode Selection in Cooperative Brain-Computer Interface Based on Event Related Potentials. Brain Sciences, 4 (2). pp. 335-355. [Journal article]

Haider, Raza, Prasad, Girijesh, Li, Yuhua and Cecotti, Hubert (2014) Covariate Shift-Adaptation Using a Transductive Learning Model for Handling Non-Stationarity in EEG based Brain-Computer Interfaces. In: IEEE International Conference on Bioinformatics and Biomedicine, Belfast. IEEE. 7 pp. [Conference contribution]

O'Doherty, Darren, Meena, Yogesh Kumar, Raza, Haider, Cecotti, Hubert and Prasad, Girijesh (2014) Exploring Gaze-Motor Imagery Hybrid Brain-Computer Interface design. In: IEEE International Conference on Bioinformatics and Biomedicine, Belfast. IEEE. 5 pp. [Conference contribution]

Raza, Haider, Prasad, Girijesh, Li, Yuhua and Cecotti, Hubert (2014) Covariate Shift-Adaptation Using a Transductive Learning Model for Handling Non-Stationarity in EEG based Brain-Computer Interfaces. In: IEEE International Conference on Bioinformatics and Biomedicine, Belfast. IEEE. 7 pp. [Conference contribution]

Raza, Haider, Prasad, Girijesh, Li, Yuhua and Cecotti, Hubert (2014) Toward Transductive Learning Classifiers for Non-Stationary EEG. In: 36nd International IEEE Conference of the Engineering in Medicine and Biology Society, Chicago, USA. IEEE. 1 pp. [Conference contribution]

Kasper, Ryan, Cecotti, Hubert, Touryan, Jon, Eckstein, Miguel and Giesbrecht, Barry (2013) Isolating the Neural Mechanisms of Interference during Continuous Multisensory Dual-task Performance. Journal of Cognitive Neuroscience, X . pp. 1-14. [Journal article]

Rivet, Bertrand, Cecotti, Hubert, Maby, Emmanuel and Mattout, Jeremie (2012) Impact of spatial filters during sensor selection in a visual P300 brain-computer interface. Brain Topography, 25 (1). pp. 55-63. [Journal article]

Cecotti, Hubert (2011) A time–frequency convolutional neural network for the offline classification of steady-state visual evoked potential responses. Pattern Recognition Letters, 32 . pp. 1145-1153. [Journal article]

Cecotti, Hubert and Graeser, Axel (2011) Convolutional Neural Networks for P300 Detection with Application to Brain-Computer Interfaces. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33 (3). pp. 433-445. [Journal article]

Cecotti, Hubert, Rivet, Bertrand, Congedo, Marco, Jutten, Christian, Bertrand, Olivier, Maby, Emmanuel and Mattout, Jeremie (2011) A robust sensor selection method for P300 Brain-Computer Interfaces. Journal of Neural Engineering, 8 . pp. 1-12. [Journal article]

Cecotti, Hubert (2010) A Self-Paced and Calibration-Less SSVEP-Based Brain–Computer Interface Speller. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 18 (2). pp. 127-133. [Journal article]

This list was generated on Wed Aug 23 09:13:40 2017 BST.