18 citations · 25 across the 6 of their papers we have counts for
Showing 2018 · cs.CVShow all
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cs.CV2018
Dissociable neural representations of adversarially perturbed images in convolutional neural networks and the human brain
Chi Zhang, Xiaohan Duan, Linyuan Wang +5
Despite the remarkable similarities between convolutional neural networks (CNN) and the human brain, CNNs still fall behind humans in many visual tasks, indicating that there still…
cs.CV2018
Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network
Chi Zhang, Kai Qiao, Linyuan Wang +3
In recent years, research on decoding brain activity based on functional magnetic resonance imaging (fMRI) has made remarkable achievements. However, constraint-free natural image…
cs.CV2018★ 18 cited
Accurate reconstruction of image stimuli from human fMRI based on the decoding model with capsule network architecture
Kai Qiao, Chi Zhang, Linyuan Wang +4
In neuroscience, all kinds of computation models were designed to answer the open question of how sensory stimuli are encoded by neurons and conversely, how sensory stimuli can be…