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20182020
most citedProbabilistic Inference of Binary Markov Random Fields in Spiking Neural Networks through Mean-field Approximation

11 citations · 27 across the 5 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

q-bio.NC2018★ 8 cited

Revealing Fine Structures of the Retinal Receptive Field by Deep Learning Networks

Qi Yan, Yajing Zheng, Shanshan Jia +6

Deep convolutional neural networks (CNNs) have demonstrated impressive performance on many visual tasks. Recently, they became useful models for the visual system in neuroscience.…

q-bio.NC2018★ 4 cited

Neural System Identification with Spike-triggered Non-negative Matrix Factorization

Shanshan Jia, Zhaofei Yu, Arno Onken +3

Neuronal circuits formed in the brain are complex with intricate connection patterns. Such complexity is also observed in the retina as a relatively simple neuronal circuit. A reti…