PC 预测编码 论文
Predictive Coding(PC)的一些论文
1.PC和Backpropagation(BP)等价, PC的代价函数
-An approximation of the error backpropagation algorithm in a predictive coding network with local hebbian synaptic plasticity
-Development of low entropy coding in a recurrent network.
2.单层PC和AutoEncoder, spare coding, SVD等价, PC内含的代价函数
-Development of low entropy coding in a recurrent network.
-Redundancy reduction of a Gabor representation: a possible computational role for feedback from primary visual cortex to lateral geniculate nucleus
-Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.
-Sparse Coding with an Overcomplete Basis Set: A Strategy Employed by V1?
3.PC和bayesian inference的关联
-A tutorial on the free-energy framework for modelling perception and learning
-Bayesian Computation in Recurrent Neural Circuits
-Perception as an Inference Problem
http://tmp.link/f/5b77997c0eb37 以上论文下载https://coxlab.github.io/prednet/ 预测编码 视频预测 做vid2vid的时候调研到过Representation Learning with Contrastive Predictive Coding https://arxiv.org/pdf/1807.03748.pdf
https://arxiv.org/pdf/1802.04762.pdf
Deep Predictive Coding Network for Object Recognition
https://www.biorxiv.org/content/early/2018/03/07/278218.full.pdf+html
https://openreview.net/pdf?id=Hy8hkYeRb
A Deep Predictive Coding Network for Learning Latent Representations
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原始发表：2018-08-23，如有侵权请联系?cloudcommunity@tencent.com 删除
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