|Title||PredNet - "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning" [code]|
|Year of Publication||2016|
|Authors||Lotter, W, Kreiman, G, Cox, D|
The PredNet is a deep convolutional recurrent neural network inspired by the principles of predictive coding from the neuroscience literature [1, 2]. It is trained for next-frame video prediction with the belief that prediction is an effective objective for unsupervised (or "self-supervised") learning [e.g. 3-11].
For full project information and links to download code, etc. visit the website - https://coxlab.github.io/prednet/
- CBMM Related