Note that in Windows, this project requires Visual C++ 14.0 as it requires bitarray module which needs C source codes compilation. Finally, as the length of the bit sequence might not be a multiple of ...

Abstract: The truncated singular value decomposition and its various tensor generalizations have long offered a simple and practical mechanism for compressing data stored in 2D or higherorder tensors.

Researchers have developed a holographic data storage approach that stores and retrieves information in three dimensions by combining three properties of light—amplitude, phase and polarization. By ...

Google published a research blog post on Tuesday about a new compression algorithm for AI models. Within hours, memory stocks were falling. Micron dropped 3 per cent, Western Digital lost 4.7 per cent ...

If Google’s AI researchers had a sense of humor, they would have called TurboQuant, the new, ultra-efficient AI memory compression algorithm announced Tuesday, “Pied Piper” — or, at least that’s what ...

Even if you don’t know much about the inner workings of generative AI models, you probably know they need a lot of memory. Hence, it is currently almost impossible to buy a measly stick of RAM without ...

The scaling of Large Language Models (LLMs) is increasingly constrained by memory communication overhead between High-Bandwidth Memory (HBM) and SRAM. Specifically, the Key-Value (KV) cache size ...

AI has a growing memory problem. Google thinks it's found the answer, and it doesn't require more or better hardware. Originally detailed in an April 2025 paper, TurboQuant is an advanced compression ...

Abstract: The Internet of Things (IoT) has become widespread in our society. It is expected that 48.6 billion IoT devices will be deployed in the field by 2034. However, this large deployment will ...