dr. M.W. Tangermann (Michael)

Universitair hoofddocent - Artificiële intelligentie
Principal Investigator - Donders Centre for Cognition
Principal Investigator - Donders Institute for Brain, Cognition and Behaviour

dr. M.W. Tangermann (Michael)
Bezoekadres

Thomas van Aquinostraat 4
6525 GD NIJMEGEN

Postadres

Postbus 9104
6500 HE NIJMEGEN

Werkdagen maandag, dinsdag, woensdag, donderdag, vrijdag

My expertise is on the development of machine learning algorithms, specifically in order to be applied to time series data obtained from neural recordings. These signals typically are high-dimensional, very noisy and non-stationary, i.e. they display changing signal distributions over time, which poses specific challenges to decoding algorithms.
I apply these methods by implementing closed-loop systems which intact with the nervous system. Such neurotechnological systems are brain-computer interfaces for communication, control and rehabilitation, as well as adaptive deep brain stimulation systems for patients with neurological or psychiatric diseases.
On the signal side, I work with recordings of the electroencephalogram (EEG), electrocorticogram (ECoG), local field potentials (LFP), magnetoencephalogram (MEG) and electromyogram (EMG). In addition, behavioural data like responses upon motor and language tasks are included.

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