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Surround suppression explained by long-range recruitment of local competition, in a columnar V1 model
Hongzhi You, Giacomo Indiveri, Dylan Richard Muir
Although neurons in columns of visual cortex of adult carnivores and primates share similar orientation tuning preferences, responses of nearby neurons are surprisingly sparse and…
Neural Sampling by Irregular Gating Inhibition of Spiking Neurons and Attractor Networks
Lorenz K. Muller, Giacomo Indiveri
A long tradition in theoretical neuroscience casts sensory processing in the brain as the process of inferring the maximally consistent interpretations of imperfect sensory input.…
Rhythmic inhibition allows neural networks to search for maximally consistent states
Hesham Mostafa, Lorenz K. Muller, Giacomo Indiveri
Gamma-band rhythmic inhibition is a ubiquitous phenomenon in neural circuits yet its computational role still remains elusive. We show that a model of Gamma-band rhythmic inhibitio…