Q&A: Algorithm achieves near end-to-end genome assembly without ultra-long DNA sequencing

Haoyu Cheng, Ph.D., assistant professor of biomedical informatics and data science at Yale School of Medicine, has developed a new algorithm capable of building complete human genomes using standard ...
IEEE

A fusion lossy and lossless data compression method based on signal attributes

Abstract: With the rapid development of automated terminals, it has greatly contributed to the rapid economic growth. However, the rapid development of terminals has led to a rapid increase in the ...

Nvidia’s new technique cuts LLM reasoning costs by 8x without losing accuracy

Nvidia researchers developed dynamic memory sparsification (DMS), a technique that compresses the KV cache in large language models by up to 8x while maintaining reasoning accuracy — and it can be ...
IEEE

Multispectral and Hyperspectral Compressor (MHyC) 2.0: An Integrated Architecture of a Simple Lossless Algorithm

Abstract: The increasing requirement for higher resolution imagery and the data acquisition rates challenge the data processing capabilities of satellites, requiring on-board compression before ...