Abstract
In this paper a simplified visual cortex model is developed and application of the model to digit detection is explored. Retina and Lateral Geniculate Nucleus (LGN) is modeled as a combined 64×64 input cell array. An applied digit pattern produces Poisson spikes at the output of the combined retina-LGN cell array. Retina-LGN cells are connected to primary visual cortex (V1) cell network. Spike rate pattern of any digit applied to the input is used in digit detection.
Keywords
Lateral geniculate nucleus
Visual cortex
Numerical digit
Retina
Receptive field
Computer science
Neuroscience
Cortex (anatomy)
Visual system
Artificial intelligence
Biology
Mathematics
Arithmetic
Subject Areas
Advanced Memory and Neural Computing
·Electrical and Electronic Engineering ·Physical Sciences
Neural dynamics and brain function
·Cognitive Neuroscience ·Life Sciences
Neural Networks and Reservoir Computing
·Artificial Intelligence ·Physical Sciences
Citations by Year
2018: 1
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