Graph energy based centrality measures to detect epileptogenic focal invasive EEG electrodes

Python (Deep Learning and Machine Learning) for EEG Signal Processing on the Example of Recognizing the Disease of Alcoholism

“…Seneviratna et al [10] introduced a device transmitting data to a computer via Bluetooth from seven EEG channels and one audio channel. The wireless EEG device outlined by Nithin et al [11] shares similar limitations. Chapman et al [12] presented a novel BCI, yet technical details such as component specifications or circuit board diagrams were absent from the paper.…”

“…Invasive techniques involve electrodes making direct contact with the cerebral cortex to capture brain waves locally. Consequently, such methods are cumbersome, expensive, hazardous, and demand highly skilled personnel alongside specialized equipment [5,6,7]. Thus, while invasive approaches have shown promise, there's a growing focus on low-cost EEG signal recording devices in this area.…”