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Neuronal selectivity
Neuronal selectivity
Sparse
but not 'Grandmother-cell' coding in the medial temporal lobe
Quiroga, Q.,
Kreiman, G., Koch, C., & Fried, I.
Trends in Cognitive Science, vol. 12,
No. 3, (2008)
Keywords: neuron-selectivity,
consciousness P. Studies over the last decade have shown that some neurons in
the medial temporal lobe respond selectively to complex visual stimuli. The
studies suggest a hierarchical organisation along the ventral visual pathway.
Neurons in V1 code for basic visual features, whereas at the stage of the
inferior temporal cortex neurons can code selectively for complex shapes or
even faces.
There is a tension at present between evidence relating
subjective perception to the activity of large neuronal assemblies linked by
the global gamma synchrony and other studies relating it to the activity of
much smaller numbers of neurons. Since the correlations with consciousness
appear strong in both cases, it seems likely that consciousness will be found
to involve both types of process. With theories related to small numbers of
neurons, it is shown that neurons are selective for particular images or
categories of image, and that most neurons will be inactive in relation to most
objects.
The inferior temporal cortex projects to the medial temporal cortex
where neurons are found to be selectively responsive to categories such as
animals, faces and houses, as well as the degree of novelty of images. Activity
in the medial temporal lobe is thought to be linked to creating memories rather
than actual recognition, which seems to be more closely linked to the inferior
temporal lobe.
In a study by the authors, a hippocampal neuron fired in response
to the image of a particular actor. Recording of the activity of a handful of
neurons could be used to predict which of a number of images a subject was
viewing at an accuracy far above chance. About 40% of medial temporal lobe
neurons were found to be selective in this way, although some could fire
selectively in response to more than one image. However, when this was case the
images were often connected, such as two actresses in the same soap opera, or
two famous towers in Europe. In fact it is estimated that selectively
responding cells would respond to between 50 and 150 images. P. The authors are
not trying to revive the idea of the 'grandmother cell' where one and only one
neuron could respond to a particular image, for instance the image of the
subject's grandmother. Rather than that the author's have estimated that out of
one billion cells in the medial temporal lobe, two million could be responsive
to specific percepts. These cells
respond to percepts that are built up in the ventral pathway rather than
detailed information falling on the retina.
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