19/08/03 20:03:23.00 ahZr93IIX
Robustness and fault tolerance
HTM Very high
HMMs No
LSTM Yes
Detailed mapping to neuroscience
HTM Yes
HMMs No
LSTM No
Probabilistic model
HTM No
HMMs Yes
LSTM No
S1 Table, Comparison of Common Sequence Memory Algorithms Table comparing two common sequence memory algorithms (HMM and LSTM) to proposed model (HTM).
* Although weight updated rules are local, LSTMs require computing a global error signal that is then back propagated.
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