337 citations · 388 across the 2 of their papers we have counts for
2 papers
cs.CV2018★ 51 cited
Deep Predictive Coding Network for Object Recognition
Haiguang Wen, Kuan Han, Junxing Shi +3
Based on the predictive coding theory in neuroscience, we designed a bi-directional and recurrent neural net, namely deep predictive coding networks (PCN). It has feedforward, feed…
q-bio.NC2016★ 337 cited
Neural Encoding and Decoding with Deep Learning for Dynamic Natural Vision
Haiguang Wen, Junxing Shi, Yizhen Zhang +3
Convolutional neural network (CNN) driven by image recognition has been shown to be able to explain cortical responses to static pictures at ventral-stream areas. Here, we further…