Search Results for author: Brandon G. Jacques

Found 2 papers, 1 papers with code

A deep convolutional neural network that is invariant to time rescaling

1 code implementation9 Jul 2021 Brandon G. Jacques, Zoran Tiganj, Aakash Sarkar, Marc W. Howard, Per B. Sederberg

This property, inspired by findings from contemporary neuroscience and consistent with findings from cognitive psychology, may enable networks that learn with fewer training examples, fewer weights and that generalize more robustly to out of sample data.

Time Series Time Series Analysis +1

Scale-invariant temporal history (SITH): optimal slicing of the past in an uncertain world

no code implementations19 Dec 2017 Tyler A. Spears, Brandon G. Jacques, Marc W. Howard, Per B. Sederberg

In both the human brain and any general artificial intelligence (AI), a representation of the past is necessary to predict the future.

Q-Learning

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