Amit, Daniel J. and Fusi, Stefano and Yakovlev, Volodya (1997) A paradigmatic working memory (attractor) cell in it cortex. [Journal (Paginated)]
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Abstract
We discuss paradigmatic properties of activity of single cells comprising an attractor -- a developed stable delay activity distribution. To demonstrate these properties and a methodology for measuring their values, we present a detailed account of the spike activity recorded from one single cell in infero-temporal (IT) cortex of a monkey performing a delayed match-to-sample (DMS) task of visual images. In particular, we discuss and exemplify: 1. the relation between spontaneous activity and activity immediately preceding the first stimulus in each trial during a series of DMS trials; 2. the effect on the visual response (i.e. activity {\bf during} stimulation) of stimulus degradation (moving in the space of IT afferents); 3. the behaviour of the delay activity (i.e. activity {\bf following} visual stimulation) under stimulus degradation (attractor dynamics, and the basin of attraction); and, 4. the propagation of information between trials -- the vehicle for the formation of (contextual) correlations by learning a fixed stimulus sequence, as found in Miyashita 1988. In the process of the discussion and demonstration, we expose effective tools for the identification and characterisation of attractor dynamics.
Item Type: | Journal (Paginated) |
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Keywords: | IT cortex, delay activity, attractors, single-unit recording, delay-match-to-sample task, spike-rate correlations, neural network, modeling, |
Subjects: | Neuroscience > Behavioral Neuroscience Neuroscience > Computational Neuroscience Neuroscience > Neural Modelling Neuroscience > Neurophysiology |
ID Code: | 63 |
Deposited By: | Amit, Daniel J. |
Deposited On: | 27 Aug 1998 |
Last Modified: | 11 Mar 2011 08:53 |
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