HTM Simulation Results (IMAGE)

Krause Taylor Associates

HTM Simulation Results

Caption

Numenta used HTM and other algorithms to predict taxi passenger count in the New York City. Left: Overall prediction error for various algorithms. Right: After a new pattern is introduced (black dashed line), HTM quickly learns the new pattern and gives better prediction accuracy than LSTM due to its ability of continuous learning.

Credit

Numenta, Inc.

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