What is the goal of sensory coding?
Neural Computation
CNS '97 Proceedings of the sixth annual conference on Computational neuroscience : trends in research, 1998: trends in research, 1998
Subjective tests for image fusion evaluation and objective metric validation
Information Fusion
Coding static natural images using spiking event times: do neurons Cooperate?
IEEE Transactions on Neural Networks
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We propose a model of the primate retinal ganglion cell layout corresponding to the foveal-pit to test rank-order codes as a means of sensory information transmission in primate vision. We use the model for encoding images in rank-order. We observe that the model is functional only when the lateral inhibition technique is used to remove redundancy from the sampled data. Further, more than 80% of the input information can be decoded by the time only up to 10% of the ganglion cells of our model have fired their first spikes.