Tetiana Aksenova

Orcid: 0000-0003-4007-2343

According to our database1, Tetiana Aksenova authored at least 17 papers between 2010 and 2024.

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Bibliography

2024
Hierarchical Hidden Markov Model for Online Decoding in Brain-Computer Interface.
Proceedings of the 32nd European Signal Processing Conference, 2024

2022
Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance.
CoRR, 2022

An adaptive closed-loop ECoG decoder for long-term and stable bimanual control of an exoskeleton by a tetraplegic.
CoRR, 2022

Deep Learning for ECoG Brain-Computer Interface: End-to-End vs. Hand-Crafted Features.
Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

2021
Decoding ECoG signal into 3D hand translation using deep learning.
CoRR, 2021

Detection of Error Correlates in the Motor Cortex in a Long Term Clinical Trial of ECoG based Brain Computer Interface.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020
Space-Time-Frequency Multi-Sensor Analysis for Motor Cortex Localization Using Magnetoencephalography.
Sensors, 2020

Evaluation criteria for closed-loop adaptive dynamic discrete-continuous brain-computer interfaces: clinical study case with tetraplegic patient.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
Fast Continuous Wavelet Transform for Brain Computer Interface using piecewise polynomials.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019

Decoding of finger activation from ECoG data: a comparative study.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Специализированный компьютерный симулятор «SimEnPhysiol» Specialised computer simulator "SimEnPhysiol".
Proceedings of the 11th International Conference of Programming UkrPROG 2018, Kyiv, 2018

2017
Kernel-Based NPLS for Continuous Trajectory Decoding from ECoG Data for BCI Applications.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

2016
Simulations of hypertrophied heart's hemodynamics.
Proceedings of the 10th International Conference of Programming UkrPROG'2016, Kyiv, 2016

Hybrid Trajectory Decoding from ECoG Signals for Asynchronous BCIs.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2014
CLINATEC<sup>®</sup> BCI platform based on the ECoG-recording implant WIMAGINE<sup>®</sup> and the innovative signal-processing: Preclinical results.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2011
Effective Selection of Electrode Subsets in BCI Experiments.
Proceedings of the NCTA 2011, 2011

2010
Advances in structural modeling robust to outliers in explanatory and response variables.
Proceedings of the International Joint Conference on Neural Networks, 2010


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