Nature research paper: A compute-in-memory chip based on resistive random-access memory
). When selecting the matrices to merge, we want to avoid the matrices that belong to the same two categories described in the previous paragraph: those that have high computational intensity to minimize impact on throughput; and those with ‘wide’ output dimension to avoid a large voltage drop.
To enable fast implementation of various machine-learning applications on the NeuRRAM chip, we developed a software toolchain that provides Python-based application programming interfaces at various levels.
To measure the input-stage energy efficiency, we generate a 256 × 256 random weight matrix with Gaussian distribution, split it into 2 segments, each with dimension 128 × 256, and program the two segments to two cores using the differential-row weight mapping. We measure the power consumption and latency for performing 10 million MVMs, or equivalently 655 billion MAC operations. The comparison with previous work shown in Fig.
Malaysia Latest News, Malaysia Headlines
Similar News:You can also read news stories similar to this one that we have collected from other news sources.
Can Teven Jenkins Solidify Bears' Starting RG Spot?Chicago Bears offensive tackle Teven Jenkins has experienced one of the strangest offseasons in recent memory.
Read more »
'Rogue One: A Star Wars Story' scores an IMAX re-release ahead of new Disney Plus 'Andor' seriesRelive memories of 'Rogue One' at a special one-night event to herald 'Andor's' September arrival
Read more »
Like humans, cuttlefish can form complex memoriesRemember that mouthwatering meal you had 20 years ago at that unforgettable restaurant? Old cuttlefish can remember that sort of thing, too. ScienceMagArchives
Read more »
New poo, new you? Fecal transplants reverse signs of brain aging in miceResearch from last year shows a transplant of gut microbes—in the form of feces—from young mice to old ones can reverse signs of brain aging. ScienceMagArchives
Read more »