LSTM Theory

From UnfavorableSemicircle
Jump to: navigation, search

Introduction to LSTM Theory

UFSC is the product of an LSTM Neural Network

  • Uploads began at the approximate inception of Long short-term memory (LSTM)
  • Some UFSC visual elements resemble the results of LSTM experiments:

House read.gif House generate.gif

  • Some symbols are shared between LSTM white papers and UFSC:

Latex4.jpg

  • Visualizations of the neuron 'firings' of the RNN are potentially related to the patterns seen in UFSC (boxes, letters, patterns, colors):

Under1.jpg

Pane1.png

Sources

Kaparthy's Famous Blog Post (21.05.15): [1]

"Visualizing and Understanding Recurrent Networks" (10.09.15): [2]