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01/13/2023
Analyzing and Improving the Pyramidal Predictive Network for Future Video Frame Prediction
The pyramidal predictive network (PPNV1) proposes an interesting tempora...
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12/22/2022
Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for Video Prediction
We are introducing a multi-scale predictive model for video prediction h...
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08/15/2022
Pyramidal Predictive Network: A Model for Visual-frame Prediction Based on Predictive Coding Theory
Visual-frame prediction is a pixel-dense prediction task that infers fut...
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06/20/2020
Towards a self-organizing pre-symbolic neural model representing sensorimotor primitives
The acquisition of symbolic and linguistic representations of sensorimot...
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04/17/2018
Encoding Longer-term Contextual Multi-modal Information in a Predictive Coding Model
Studies suggest that within the hierarchical architecture, the topologic...
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04/11/2018
AFA-PredNet: The action modulation within predictive coding
The predictive processing (PP) hypothesizes that the predictive inferenc...
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02/07/2017
Toward Abstraction from Multi-modal Data: Empirical Studies on Multiple Time-scale Recurrent Models
The abstraction tasks are challenging for multi- modal sequences as they...
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05/11/2016