Search Results for author: Chaofan Ling

Found 3 papers, 3 papers with code

Anti-aliasing Predictive Coding Network for Future Video Frame Prediction

1 code implementation13 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.

Pyramidal Predictive Network: A Model for Visual-frame Prediction Based on Predictive Coding Theory

1 code implementation15 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.

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