1 code implementation • 13 Jan 2023 • Chaofan Ling, Weihua Li, Junpei Zhong
Inspired by the predictive coding hypothesis and related works, the total model is updated through a combination of bottom-up and top-down information flows, which can enhance the interaction between different network levels.
1 code implementation • 22 Dec 2022 • Chaofan Ling, Junpei Zhong, Weihua Li
We present a multi-scale predictive coding model for future video frames prediction.
1 code implementation • 15 Aug 2022 • Chaofan Ling, Junpei Zhong, Weihua Li
The update frequency of neural units on each of the layer decreases with the increasing of network levels, which results in neurons of higher-level can capture information in longer time dimensions.