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Combined Analysis of Cortical (EEG) and Nerve Stump Signals Improves Robotic Hand Control

Related publications (41)

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Synchronization in dynamical networks

Mahdi Jalili

Complex dynamical networks are ubiquitous in many fields of science from engineering to biology, physics, and sociology. Collective behavior, and in particular synchronization,) is one of the most interesting consequences of interaction of dynamical system ...

EPFL2008

A Distance Model for Rhythms

Samy Bengio, Jean-François Paiement

Modeling long-term dependencies in time series has proved very difficult to achieve with traditional machine learning methods. This problem occurs when considering music data. In this paper, we introduce a model for rhythms based on the distributions of di ...

2008

A Distance Model for Rhythms

Samy Bengio, Jean-François Paiement

IDIAP2008

Error-related EEG potentials in brain-computer interfaces

José del Rocio Millán Ruiz, Pierre Ferrez

People with severe motor disabilities (spinal cord injury (SCI), amyotrophic lateral sclerosis (ALS), etc.) but with intact brain functions are somehow prisoners of their own body. They need alternative ways of communication and control to interact with th ...

EPFL2007

Error-related EEG potentials in brain-computer interfaces

Pierre Ferrez

École Polytechnique Fédérale de Lausanne2007

High-Resolution EEG Techniques for Brain-Computer Interface Applications

José del Rocio Millán Ruiz

High-resolution electroencephalographic (HREEG) techniques allow estimation of cortical activity based on non-invasive scalp potential measurements, using appropriate models of volume conduction and of neuroelectrical sources. In this study we propose an a ...

2007

A Generative Model for Rhythms

Samy Bengio, Jean-François Paiement

Modeling music involves capturing long-term dependencies in time series, which has proved very difficult to achieve with traditional statistical methods. The same problem occurs when only considering rhythms. In this paper, we introduce a generative model ...

2007

A Generative Model for Rhythms

Samy Bengio, Jean-François Paiement

IDIAP2007

Interregional long-range and short-range synchrony: a basis for complex sensorimotor processing

Friedhelm Christoph Hummel

Communication of distant brain areas provides the basis for integration of complex information in order to adapt to changes in the environment, to process this information, and to generate appropriate behavioral responses necessary for successful behavior ...

Elsevier2006

Event-related desynchronization and excitability of the ipsilateral motor cortex during simple self-paced finger movements

Friedhelm Christoph Hummel

To study the time course of oscillatory EEG activity and corticospinal excitability of the ipsilateral primary motor cortex (iM1) during self-paced phasic extension movements of fingers II-V. ...

Elsevier2003