Encoding for Computation: Recognizing Brief Dynamical Patterns by Exploiting Effects of Weak Rhythms on Action-Potential Timing

Many stimuli have meaning only as patterns over time. Most auditory and many visual stimuli are of this nature and can be described as multidimensional, time-dependent vectors. A simple neuron can encode a single component of the vector in a firing rate. The addition of a small subthreshold oscillat...

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Veröffentlicht in:	Proceedings of the National Academy of Sciences - PNAS 2004-04, Vol.101 (16), p.6255-6260
1. Verfasser:	Hopfield, J. J.
Format:	Artikel
Sprache:	eng
Schlagworte:	Action Potentials Biological Sciences Grandmothers Linguistics Neural conduction Neurology Neurons Neurons - physiology Preprocessing Sensory perception Signal noise Synapses Time constants Vibrational frequencies
Online-Zugang:	Volltext
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