Skip to content
neuroelectrics-logo
Neuroscience
Solutions
Neuroelectrics
Resources
Support
Contact
logo

Tag: machine learning

channels-eeg
March 7, 2018March 11, 2020

How can we apply AI, Machine Learning or Deep Learning to EEG?

AI, Computational Intelligence, Conferences, Deep Learning, EEG, Machine Learning, No Comments

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_eeg_data_analysis
December 18, 2014February 25, 2020

Computational Intelligence Techniques applied to EEG Data Analysis

Uncategorized, No Comments

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…

p300_blog
December 18, 2014February 25, 2020

Quick Tips for P300 Detection

Uncategorized, No Comments

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…

empty-class
December 18, 2014March 2, 2020

Where to find available EEG data?

Uncategorized, No Comments

With our previous posts, we have been trying to provide our readers with a complete set of knowledge and tools for working with EEG and other physiological signals. We presented the basics of EEG signal processing, the practical usage of EEG…

surprise_minimisation_theory
December 18, 2014February 25, 2020

The Dark Room

Uncategorized, No Comments

One of the most interesting theories of brain function in recent years is that of surprise minimisation. This theory was born of computational neuroscience which brings together aspects of physics, information theory and machine learning and tells us that your…

father-and-son
December 18, 2014February 25, 2020

From Artificial and Computational Intelligence to Machine Learning (with some EEG analysis examples)

Uncategorized, No Comments

As I advanced in my last post I will try to follow up my description of the Machine Learning family by focusing today on Machine Learning itself (the perfect family parent), and the promising family offspring (hybrid systems, and modern…

draw
December 18, 2014February 25, 2020

How To Understand The Machine Learning Family

Uncategorized, No Comments

In former posts I have given a quick-and-dirty overview of Machine Learning and related methodologies: “what most people call machine learning in neuroscience academic texts is known in other research contexts as pattern recognition, data mining, artificial intelligence (AI), computational…

Search

Posts by category

  • ADHD
  • AI
  • At-Home tES
  • Biometry
  • Brain Computer Interface
  • Child Development
  • Computational Intelligence
  • Conferences
  • Consciousness
  • DBS
  • Deep Learning
  • Depression
  • ECT
  • EEG
  • Emotions
  • Events
  • Machine Learning
  • MEG
  • Modeling
  • MRI
  • Neural Engineering
  • Neurofeedback
  • Social Responsibility
  • Sonification
  • Stimulation
    • epilepsy
  • tACS
  • tDCS
  • tES
  • TMS
  • Uncategorized

Authors

Aidan SmithAidan Smith (2)
Alejandro RieraAlejandro Riera (31)
Ana MaiquesAna Maiques (6)
Andres RojasAndres Rojas (3)
Anna Puig-CentellesAnna Puig-Centelles (2)
Anton Albajes-EizagirreAnton Albajes-Eizagirre (15)
Aureli Soria-FrischAureli Soria-Frisch (22)
Begonya OtalBegonya Otal (3)
David IbañezDavid Ibañez (29)
Eleni KroupiEleni Kroupi (10)
Giulio RuffiniGiulio Ruffini (11)
Iris SerraIris Serra (5)
Javier AcedoJavier Acedo (8)
Javier MarinJavier Marin (4)
Laura DubreuilLaura Dubreuil (4)
avatar for Luis GomisLuis Gomis (1)
Maria Chiara BiagiMaria Chiara Biagi (2)
Marta CastellanoMarta Castellano (12)
Oscar RipollèsOscar Ripollès (1)
Rafal NowakRafal Nowak (2)
Ricardo SalvadorRicardo Salvador (1)
Roser SanchezRoser Sanchez (1)
Stephen DunneStephen Dunne (18)
Uri FligilUri Fligil (2)