Exploring convolutional neural network architectures for EEG feature extraction

I Rakhmatulin, MS Dao, A Nassibi, D Mandic - Sensors, 2024 - mdpi.com
The main purpose of this paper is to provide information on how to create a convolutional
neural network (CNN) for extracting features from EEG signals. Our task was to understand …

[PDF][PDF] Investigation of Nerve Fiber Network in THz Spectrum Range.

T Hovhannisyan, A Makaryan - Armenian Journal of Physics, 2024 - researchgate.net
The behavior of the nerve fiber system of the spinal cord of animals in the THz wavelength
range (0.1-3 THz) was experimentally studied using a time domain spectrometer. Terahertz …

Biosignal processing using machine learning methods

A Mkoyan, A Manasyan, A Makaryan… - … on Microwave & THz …, 2022 - ieeexplore.ieee.org
Observation of biosignals has an important role in medical diagnosis. In the human body,
the information exchange between isolated system parts and the brain takes place through …