Spatio–spectral representation learning for electroencephalographic gait-pattern classification
The brain plays a pivotal role in locomotion by coordinating muscles through
interconnections that get established by the peripheral nervous system. To date, many …
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
Rapid advancement in sensor technology through miniaturization of electronic components
has enabled the consumer electronic (CE) research community including the manufacturers …
has enabled the consumer electronic (CE) research community including the manufacturers …
Brain functional connectivity in unconstrained walking with and without an exoskeleton
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 …
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 …
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
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 …
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 …
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 …
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 …
behavioral and learning processes, resulting from the cognitive evaluation of an outcome …