Attempted movement classification of spinal cord injured patients using hybrid CNN‐LSTM networks
Individuals who are suffering from the most severe of motor disabilities can improve their
quality of life by controlling and directing mechanical and electronic devices. As for Spinal …
quality of life by controlling and directing mechanical and electronic devices. As for Spinal …
Deep learning classification of EEG-based BCI monitoring of the attempted arm and hand movements
S Taghi Zadeh Makouei, C Uyulan - Biomedical Engineering …, 2024 - degruyter.com
Objectives The primary objective of this research is to improve the average classification
performance for specific movements in patients with cervical spinal cord injury (SCI) …
performance for specific movements in patients with cervical spinal cord injury (SCI) …
Classification of the Attempted Arm and Hand Movements of Patients with Spinal Cord Injury Using Deep Learning Approach
STZ Makouei, C Uyulan - medRxiv, 2023 - medrxiv.org
The primary objective of this research is to improve the average classification performance
for specific movements in patients with cervical spinal cord injury (SCI). The study utilizes a …
for specific movements in patients with cervical spinal cord injury (SCI). The study utilizes a …
Decoding of Palmar Grasp and Hand Open Tasks from Low-Frequency EEG from People with Spinal Cord Injury using Machine Learning Algorithms
MB Avci, H Kucukselbes… - 2023 Medical …, 2023 - ieeexplore.ieee.org
Spinal cord injury (SCI) is a chronic disorder that is detrimental to the spinal cord and causes
the loss of neuronal function, particularly sensorimotor functions. Brain-computer interface …
the loss of neuronal function, particularly sensorimotor functions. Brain-computer interface …
Deep learning classification of EEG-based BCI monitoring of the attempted arm and hand movements
STZ Makouei, C Uyulan - Biomedizinische Technik. Biomedical engineering - degruyter.com
Objectives: The primary objective of this research is to improve the average classification
performance for specific movements in patients with cervical spinal cord injury (SCI) …
performance for specific movements in patients with cervical spinal cord injury (SCI) …
Detection of Movement Related Cortical Potentials from Single Trial EEG Signals
EA Aydın - Gazi University Journal of Science Part C: Design and … - dergipark.org.tr
Movement-Related Cortical Potentials (MRCP) are signals that begin to appear
approximately two seconds before the onset of voluntary movements and can be recorded …
approximately two seconds before the onset of voluntary movements and can be recorded …