224 citations · 570 across the 28 of their papers we have counts for
Showing 2018Show all
3 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★ 5 cited
Winner-Take-All as Basic Probabilistic Inference Unit of Neuronal Circuits
Zhaofei Yu, Yonghong Tian, Tiejun Huang +1
Experimental observations of neuroscience suggest that the brain is working a probabilistic way when computing information with uncertainty. This processing could be modeled as Bay…
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…