Spatio–spectral representation learning for electroencephalographic gait-pattern classification

SK Goh, HA Abbass, KC Tan… - … on Neural Systems …, 2018 - ieeexplore.ieee.org
The brain plays a pivotal role in locomotion by coordinating muscles through
interconnections that get established by the peripheral nervous system. To date, many …

A robust biometric authentication system for handheld electronic devices by intelligently combining 3D finger motions and cerebral responses

SK Behera, P Kumar, DP Dogra… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Rapid advancement in sensor technology through miniaturization of electronic components
has enabled the consumer electronic (CE) research community including the manufacturers …

Brain functional connectivity in unconstrained walking with and without an exoskeleton

J Li, N Thakor, A Bezerianos - IEEE Transactions on Neural …, 2020 - ieeexplore.ieee.org
An exoskeleton is utilized to effectively restore the motor function of amputees' limbs and is
frequently employed in motor rehabilitation training during convalescence. Understanding of …

[HTML][HTML] Towards Prosthesis Control: Identification of Locomotion Activities through EEG-Based Measurements

S Zafar, HF Maqbool, MI Ashraf, DJ Malik, Z Abdeen… - Robotics, 2024 - mdpi.com
The integration of advanced control systems in prostheses necessitates the accurate
identification of human locomotion activities, a task that can significantly benefit from EEG …

Unilateral exoskeleton imposes significantly different hemispherical effect in parietooccipital region, but not in other regions

J Li, N Thakor, A Bezerianos - Scientific reports, 2018 - nature.com
In modern society, increasing people suffering from locomotor disabilities need an assistive
exoskeleton to help them improve or restore ambulation. When walking is assisted by an …

Human–machine interfaces for motor rehabilitation

I Kakkos, ST Miloulis, K Gkiatis… - … in Healthcare-7 …, 2020 - Springer
Neurological disorders affect a large part of the population, causing cognitive and motor
impairments. To that end, non-pharmacological interventions targeting support and …

Processing and analysis of EEG data recordings with the application of machine learning methods

I Kakkos - 2021 - didaktorika.gr
Cognition refers to all conscious mental activity, involved in thinking, remembering, and
reasoning. As such, the different brain functions range from volitional movement to …

[PDF][PDF] Ανάλυση και επεξεργασία δεδομένων εγκεφαλογραφικών καταγραφών με τεχνικές μηχανικής μάθησης

Ι Κάκκος - 2022 - dspace.lib.ntua.gr
The cognitive processing of error detection is extremely important in the adaptation of the
behavioral and learning processes, resulting from the cognitive evaluation of an outcome …