1 / 25

Temporal Networks

Tapped delay lines. Simplest way to encode a sequence is to turn the temporal representation into a spatial oneThe input vector involves multiple elements from the sequenceWhen predicting Y from X, input is X1, X2, X3 etc.Progress like usual with backprop or any other (non-temporal) algorithm. Ta

epifanio
Download Presentation

Temporal Networks

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript


    1. Temporal Networks How to learn that GOD is not a DOG

    2. Tapped delay lines Simplest way to encode a sequence is to turn the temporal representation into a spatial one The input vector involves multiple elements from the sequence When predicting Y from X, input is X1, X2, X3 etc. Progress like usual with backprop or any other (non-temporal) algorithm

    3. Tapped delay lines, cont. This method is known as Autoregression in time series analysis. Regression based on autoregressed inputs is AR modeling. Must decide how many previous values to include. Each previous value corresponds to a particular lag

More Related