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Št. zadetkov: 11
Welcome to the Advances in Neurotechnologies Workshop
Klaus-Robert Müller
Video in druga učna gradiva
Oznake: medicine;neuroscience
Leto: 2009 Vir: videolectures.net
Multimodal Imaging and BCI
Klaus-Robert Müller
Video in druga učna gradiva
Oznake: technology;neurotechnology;medicine;neuroscience
Each method for imaging brain activity has technical or physiological limits. Thus, combinations of neuroimaging modalities that can alleviate these limitations such as simultaneous recordings of neurophysiological and hemodynamic activity have become increasingly popular. Multimodal imaging setups ...
Leto: 2012 Vir: videolectures.net
Generalization Error under Covariate Shift Input-Dependent Estimation of Generalization Error under Covariate Shift
Klaus-Robert Müller
Video in druga učna gradiva
Oznake: computer science;machine learning;statistical learning
Leto: 2005 Vir: videolectures.net
The Machine Learning Approach to Brain-Computer Interfacing - Part 1
Klaus-Robert Müller
Video in druga učna gradiva
Oznake: computer science;machine learning;medicine
Leto: 2007 Vir: videolectures.net
Brain Computer Interfaces
Klaus-Robert Müller
Video in druga učna gradiva
Oznake: computer science;bioinformatics
Brain Computer Interfacing (BCI) aims at making use of brain signals for e.g. the control of objects, spelling, gaming and so on. This tutorial will first provide a brief overview of the current BCI research activities and provide details in recent developments on both invasive and non-invasive BCI ...
Leto: 2006 Vir: videolectures.net
Towards Brain Computer Interfacing: Algorithms for on-line Differentiation of Neuroelectric Activities
Klaus-Robert Müller
Video in druga učna gradiva
Oznake: biology;neuroscience
Brain Computer Interfacing (BCI) aims at making use of brain signals for e.g. the control of objects, spelling, gaming and so on. This talk will first provide a brief overview of Brain Computer Interface from a machine learning and signal processing perspective. In particular it shows the wealth, th ...
Leto: 2009 Vir: videolectures.net
Analysing Non-stationarity in EEG-BCI
Klaus-Robert Müller
Video in druga učna gradiva
Oznake: technology;neurotechnology;medicine
EEG is a highly complex signal. One of the main challenges of EEG analysis is to robustify against artifacts, non-stationarities and task unrelated variability. This holds in particular for EEG experiments outside a controlled lab environment. The tutorial will report on a broad line of algorithmic ...
Leto: 2014 Vir: videolectures.net
Denoising and Dimension Reduction in Feature Space
Mikio Braun , Klaus-Robert Müller
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods
The talk presents recent work that interestingly complements our understanding the VC picture in kernel based learning. Our finding is that the relevant information of a supervised learning problem is contained up to negligible error in a finite number of leading kernel PCA components if the kernel ...
Leto: 2007 Vir: videolectures.net
Machine Learning and Signal Processing Tools for BCI
Klaus-Robert Müller , Benjamin Blankertz
Video in druga učna gradiva
Oznake: computer science;machine learning
We will first provide a brief overview of Brain-Computer Interface from a machine learning and signal processing perspective. In particular showing the wealth, the complexity and the difficulties of the data available, a truly enormous challenge: In real-time a multi-variate very strongly noise cont ...
Leto: 2009 Vir: videolectures.net
Bernstein Focus: Neurotechnology Berlin
Klaus-Robert Müller , John-Dylan Haynes , Sebastian Möller
Video in druga učna gradiva
Oznake: medicine;neuroscience
The Bernstein Focus: Neurotechnology Berlin (BFNT-B) posits that neuroscientific results can be exploited for developing robust ‘real-world’ applications that have a major potential for (also non-medical) industry. Similar to the new paradigm of medical research ‘from bench to bedside and back’, the ...
Leto: 2009 Vir: videolectures.net
Št. zadetkov: 11
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