Pyramidal Predictive Network V2: An Improved Predictive Architecture and Training Strategies for Future Perception Prediction

In this paper, we propose an improved version of the Pyramidal Predictive Network (PPNV2), a theoretical framework inspired by predictive coding, which addresses the limitations of its predecessor (PPNV1) in the task of future perception prediction. While PPNV1 employed a temporal pyramid architectu...

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Bibliographic Details
Main Authors: Chaofan Ling, Junpei Zhong, Weihua Li, Ran Dong, Mingjun Dai
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Big Data and Cognitive Computing
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Online Access:https://www.mdpi.com/2504-2289/9/4/79
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