Neural decoding

Neural decoding is a neuroscience-related field concerned with the reconstruction of sensory and other stimuli from information that has already been… (More)
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Papers overview

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2017
2017
Recently, it was shown that if multiplicative weights are assigned to the edges of a Tanner graph used in belief propagation… (More)
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2017
2017
Here, we present a novel approach to solve the problem of reconstructing perceived stimuli from brain responses by combining… (More)
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2014
2014
In studies of the nervous system, the choice of metric for the neural responses is a pivotal assumption. For instance, a well… (More)
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2014
2014
Ensembles of single-neurons in motor cortex can show strong low-dimensional collective dynamics. In this study, we explore an… (More)
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Highly Cited
2010
Highly Cited
2010
A wealth of neuroscientific evidence indicates that our brains respond differently to previously encountered than to novel… (More)
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2010
2010
Recent research has shown that reconstruction of perceived images based on hemodynamic response as measured with functional… (More)
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2009
2009
Electrocorticography of the primary motor cortex (M1) is a promising tool for controlling a brain-computer interface (BCI… (More)
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Highly Cited
2009
Highly Cited
2009
We consider the problem of zero-shot learning, where the goal is to learn a classifier f : X → Y that must predict novel values… (More)
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Highly Cited
2003
Highly Cited
2003
 We assessed the ability of two algorithms to predict hand kinematics from neural activity as a function of the amount of data… (More)
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Highly Cited
2002
Highly Cited
2002
The direct neural control of external devices such as computer displays or prosthetic limbs requires the accurate decoding of… (More)
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