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Category: Machine Learning

tDCS-therapies-for-consciousness-recovery
September 25, 2019March 6, 2020

Prediction for consciousness recovery in minimally conscious state (MCS) patients with tDCS

Consciousness, EEG, Machine Learning, Stimulation, tDCS, No Comments

Is a patient responding or not responding to a new drug or treatment? This is an issue for physicians when deciding if a particular patient will benefit from a specific treatment. Each new therapy intervention that is used with the…

asimov-human-machine-interface
May 6, 2019February 25, 2020

Physiological computing with EEG – Asimov’s Human Machine Interface

Brain Computer Interface, EEG, Machine Learning, No Comments

After the well known science-fiction writer Isaac Asimov wrote his fourth book of the foundation series “Foundation’s Edge”,  he won the Hugo Award, the Locus Award and was nominated for the Nebula Award all in 1983. These awards and nominations…

neurons
July 6, 2018February 25, 2020

Clustering Methods in Exploratory Analysis

AI, Computational Intelligence, Machine Learning, No Comments

Clustering methods are in charge of grouping sets of data objects with the aim of finding relationships within the objects that compose the data. Such a process allows the data scientist to find similarities within the data, draw inferences, find…

artificial-intelligence
June 15, 2018February 25, 2020

The future of AI in Neuroscience

AI, Machine Learning, No Comments

Artificial intelligence (AI) refers to the development of a computer system that can perform tasks with minimal human interaction. AI can go beyond our imagination when it comes to the accomplishment of tasks. Various games like Chess, Poker, etc., explain…

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…

neuroelectrics
November 30, 2016March 11, 2020

NE goes computational at ICANN

AI, Deep Learning, EEG, Machine Learning, MEG, No Comments

During the 6-9th of September, Barcelona was home to the 25th International Conference on Artificial Neural Networks or ICANN, the annual conference that brings together researchers from two scientific worlds: neurosciences and information sciences. As the scope of the conference…

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