Search Results for author: Matthew J. Roos

Found 3 papers, 1 papers with code

Using evolutionary computation to optimize task performance of unclocked, recurrent Boolean circuits in FPGAs

no code implementations19 Mar 2024 Raphael Norman-Tenazas, David Kleinberg, Erik C. Johnson, Daniel P. Lathrop, Matthew J. Roos

In one type of implementation the output nodes are used directly to perform a task and all learning is via evolution of the network's node functions.

Image Classification

Utilizing a null class to restrict decision spaces and defend against neural network adversarial attacks

1 code implementation24 Feb 2020 Matthew J. Roos

Owing to this paradigm, learned decision spaces for individual classes span excessively large regions of the input space and include images that have no semantic similarity to images in the training set.

Semantic Similarity Semantic Textual Similarity

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