The previous Hyper-Compression is vector-wise, which is incompatible with the matrix product in GPU acceleration that is “block-wise" operated. Therefore, Hyper-Compression needs to decompress the ...

People store large quantities of data in their electronic devices and transfer some of this data to others, whether for professional or personal reasons. Data compression methods are thus of the ...

Nature Research Intelligence Topics enable transformational understanding and discovery in research by categorising any document into meaningful, accessible topics. Read this blog to understand more ...

The burgeoning volume of genomic data, fueled by advances in sequencing technologies, demands efficient data compression solutions. Traditional algorithms like Lempel-Ziv77 (LZ77) have been ...

uzlib is a library which can decompress any valid Deflate, Zlib, and Gzip (further called just "Deflate") bitstream, and compress data to Deflate- compatible bitstream, albeit with lower compression ...

Abstract: In this paper, we propose a FPGA bitstream compression method based on LZ77 algorithm and Bitmask-based Compression(BMC) Technique. In order to improve the compression ratio, we optimize ...

In this paper, we analyze the complexity and entropy of different methods of data compression algorithms: LZW, Huffman, Fixed-length code (FLC), and Huffman after using Fixed-length code (HFLC). We ...

Most compression schemes strive to produce the smallest possible encoding of their inputs. Program compaction insists on an extra condition: that the compacted representation itself is executable.