Matthew J. Roos

Evaluating semantic models with word-sentence relatedness

2016 · arXiv (Cornell University)

Semantic textual similarity (STS) systems are designed to encode and evaluate the semantic similarity between words, phrases, sentences, and documents. One method for assessing the quality or authenticity of semantic information encoded in these systems …

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

2024 · arXiv (Cornell University)

It has been shown that unclocked, recurrent networks of Boolean gates in FPGAs can be used for low-SWaP reservoir computing. In such systems, topology and node functionality of the network are randomly initialized. To create …