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arxiv: 1408.1986 · v1 · pith:SFO7WGO3new · submitted 2014-08-08 · 💻 cs.CV · cs.ET· q-bio.NC

Gabor-like Image Filtering using a Neural Microcircuit

classification 💻 cs.CV cs.ETq-bio.NC
keywords imagecircuitfilteringgabor-likemicrocircuitneuralprocessingaction
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In this letter, we present an implementation of a neural microcircuit for image processing employing Hebbian-adaptive learning. The neuronal circuit utilizes only excitatory synapses to correlate action potentials, extracting the uncorrelated ones, which contain significant image information. This circuit is capable of approximating Gabor-like image filtering and other image processing functions

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