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LSTM Theory

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:

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

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

Sources

Kaparthy’s Famous Blog Post (21.05.15): 1

“Visualizing and Understanding Recurrent Networks” (10.09.15): 2