Guide to Electroencephalography: From EEG Data to Classification
Learn about how EEG data is processed and how its features are extracted, selected, and classified in this guide to Electroencephalography.
Tag: machine learning
How can we apply AI, Machine Learning or Deep Learning to EEG?
Artificial Intelligence (AI) has been part of our imaginations and simmering in research labs since a group of computer scientists rallied around this topic at the Dartmouth Conference in 1956. They would give birth to the field of AI. In…
Computational Intelligence Techniques applied to EEG Data Analysis
On 11th November 2012, I successfully defended my PhD at the University of Barcelona. I will never forget that date and I still vividly remember all the emotions I felt that day. After 5 years of intense research, I had…
Quick Tips for P300 Detection
As most of you may know P300 is one of the most studied and used event related potentials (ERP) in brain computer interfaces (BCI). This potential is usually elicited by the oddball paradigm in which series of low-probability target items…