top of page
Dec 18, 20144 min read
Meditation And EEG: Helping Patients Along The Way
According to the Oxford Dictionary, meditation can be defined as "To focus one’s mind for a period of time, in silence or with the aid of...
Dec 18, 20143 min read
EEG Signal Processing for Dummies
As promised in my previous post about Event-Related Potentials , I will explain the basics and standard steps commonly used in the...
Dec 18, 20142 min read
Emotion Recognition Using EEG
Is it possible to recognize emotions with EEG? Well, short answer is yes, it is possible and it's been done for years. However, to better...
Oct 4, 20143 min read
The importance and difficulty of ground truth generation for EEG data analysis through machine learning
As you may know if you have been following this blog ground truth plays a very important role in the implementation of machine learning...
May 19, 20143 min read
7 metrics of consciousness levels based on EEG
A few days ago, we posted in the blog a discussion on consciousness. We gave an overview on the definition of consciousness. While...
Jan 23, 20143 min read
One of my favourite playgrounds for Machine Learning on EEG
I would like to comment on two of my favourite application fields of Machine Learning, namely Computer Vision and Brain-Computer...
Dec 2, 20133 min read
3 types of machine learning classifiers in the EEG analysis context
At the core of a machine learning system for diagnostics you will find an element denoted as the classifier. This is common to several...
Nov 12, 20133 min read
EEG analysis through Machine Learning can help predict Parkinson's
We received in April this year a grant from the Michael J. Fox Foundation for Parkinson's Research (www.michaeljfox.org), which is...
Oct 9, 20133 min read
Leave-pair-out for EEG analysis through Computational Intelligence/Machine Learning
I have reviewed (last post) some techniques for evaluating the performance of computational intelligence / machine learning systems...
Sep 6, 20133 min read
Two alternatives for performance evaluation in EEG analysis through Computational Intelligence
In my recent post “How good is my Computational Intelligence algorithm for EEG analysis?” we introduced the basic procedure and goal for...
May 21, 20133 min read
Malasyan Computational Intelligence
Last week I had the chance of training a student group on Computational Intelligence and Machine Learning for EEG data analysis at the...
Apr 22, 20134 min read
How good is my Computational Intelligence algorithm for EEG analysis?
Today I would like to deal with the exploitation of EEG analysis once the Computational Intelligence / Machine Learning algorithm for...
bottom of page