Essays about: "Datorteknik"
Showing result 21 - 25 of 222 essays containing the word Datorteknik.
-
21. Lightweight Real-Time Lossless Software Compression of Trace Data
University essay from Linköpings universitet/DatorteknikAbstract : Powerful System-on-Chip (SoC) produced today has an increasing complexity, featuringmore processors and integrated specialized hardware. This is the case with the EricssonMany-Core Architecture (EMCA) that runs the complex radio modulation standardswithin 3G, 4G and 5G. Such complicated systems require trace data to debug and verifyits behavior. READ MORE
-
22. NoC for Versatile Micro-Code Programmable Multi-Core Processor Targeting Convolutional Neural Networks
University essay from Linköpings universitet/DatorteknikAbstract : This thesis investigates building a network-on-chip for a multi-core chip computing convolutional neural networks (CNNs) using Imsys processors in a tree architecture. The division of work on a multi-core chip is investigated. READ MORE
-
23. Mitchell-Based Approximate Operations on Floating-Point Numbers
University essay from Linköpings universitet/DatorteknikAbstract : By adapting Mitchell's algorithm for floating-point numbers, one can efficiently perform arithmetic floating-point operations in an approximate logarithmic domain in order to perform approximate computations of functions such as multiplication, division, square root and others. This work examines how this algorithm can be improved in terms of accuracy and hardware complexity by applying a set of various methods that are parametrized and offer a large design space. READ MORE
-
24. Increasing Reproducibility Through Provenance, Transparency and Reusability in a Cloud-Native Application for Collaborative Machine Learning
University essay from Uppsala universitet/Avdelningen för datorteknikAbstract : The purpose of this thesis paper was to develop new features in the cloud-native and open-source machine learning platform STACKn, aiming to strengthen the platform's support for conducting reproducible machine learning experiments through provenance, transparency and reusability. Adhering to the definition of reproducibility as the ability of independent researchers to exactly duplicate scientific results with the same material as in the original experiment, two concepts were explored as alternatives for this specific goal: 1) Increased support for standardized textual documentation of machine learning models and their corresponding datasets; and 2) Increased support for provenance to track the lineage of machine learning models by making code, data and metadata readily available and stored for future reference. READ MORE
-
25. Reuse and Verification of Test Equipment for ISO 7637
University essay from Linköpings universitet/DatorteknikAbstract : Standards exist to unify requirements and to make it possible to make sure that equipment is tested in the same way, even when several different test labs perform the test. But as new technology comes to market, and old technology evolves, so must the standards. READ MORE
