Search Results for author: Leonid Yavits

Found 3 papers, 2 papers with code

ClaPIM: Scalable Sequence CLAssification using Processing-In-Memory

1 code implementation16 Feb 2023 Marcel Khalifa, Barak Hoffer, Orian Leitersdorf, Robert Hanhan, Ben Perach, Leonid Yavits, Shahar Kvatinsky

Specifically, we propose a custom filtering technique that drastically narrows the search space and a search approach that facilitates approximate string matching through a distance function.

Classification

CoViT: Real-time phylogenetics for the SARS-CoV-2 pandemic using Vision Transformers

1 code implementation9 Aug 2022 Zuher Jahshan, Can Alkan, Leonid Yavits

We are attempting to alleviate the computational bottleneck by modifying and applying Vision Transformer, a recently developed neural network model for image recognition, to taxonomic classification and placement of viral genomes, such as SARS-CoV-2.

FiltPIM: In-Memory Filter for DNA Sequencing

no code implementations30 May 2022 Marcel Khalifa, Rotem Ben-Hur, Ronny Ronen, Orian Leitersdorf, Leonid Yavits, Shahar Kvatinsky

Pre-alignment filters substantially reduce computation complexity by filtering potential alignment locations.

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