Essays about: "Single Instruction Multiple Data SIMD"

Showing result 1 - 5 of 8 essays containing the words Single Instruction Multiple Data SIMD.

1. 1. Introducing Machine Learning in a Vectorized Digital Signal Processor

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Linnéa Ridderström; [2023]
   Keywords : Digital Signal Processor DSP ; Application-Specific Integrated Circuit ASIC ; Machine Learning; Deep Learning; Convolutional Neural Network CNN ; Very Long Instruction Word VLIM ; Single Instruction Multiple Data SIMD ; Digital Signalprocessor DSP ; Applikation-Specifik Integrerad Krets ASIC ; Maskininlärning; Djupinlärning; Konvolutionella Neurala Nätverk CNN ; Very Long Instruction Word VLIW ; Single Instruction Multiple Data SIMD ;

   Abstract : Machine learning is rapidly being integrated into all areas of society, however, that puts a lot of pressure on resource costraint hardware such as embedded systems. The company Ericsson is gradually integrating machine learning based on neural networks, so-called deep learning, into their radio products. READ MORE

3. 2. SIMD Optimizations of Software Rendering in 2D Video Games

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Oskar Mendel; Jesper Bergström; [2019]
   Keywords : SIMD; AVX; SSE; CPU; GPU; Parallel programming; Optimization; Game developement; Game engine; x86; Haswell; Rendering;

   Abstract : Optimizing rendering is one of the greatest challenges faced by game developers. Most game engines make use of hardware rendering which uses technology specifically built for rendering. Before such hardware existed, game developers had to rely on the CPU to render their games. This is known as software rendering. READ MORE

4. 3. Design and implementation of LTE-A and 5G kernel algorithms on SIMD vector processor

   University essay from KTH/Radio Systems Laboratory (RS Lab)

   Author : Jiabing Guo; [2015]
   Keywords : channel estimation; MIMO detection; massive complex matrix inversion; SIMD; kanaluppskattning; MIMO-detektion; massiva komplex matrisinversion; SIMD;

   Abstract : With the wide spread of wireless technology, the time for 4G has arrived, and 5G will appear not so far in the future. However, no matter whether it is 4G or 5G, low latency is a mandatory requirement for baseband processing at base stations for modern cellular standards. READ MORE

5. 4. Packet Ray Tracing with the ARM NEON Architecture

   University essay from Lunds universitet/Institutionen för datavetenskap

   Author : Gustaf Waldemarson; [2014]
   Keywords : Packet Ray Tracing; ARM; NEON; SIMD; Technology and Engineering;

   Abstract : The ray tracing algorithm has long been used to create near photorealistic images and even simple ray tracers can simulate effects such as shadows, reflections and refractions where other methods struggle. Today, the state-of-the-art CPU ray tracers are typically those that are able to efficiently leverage datalevel parallelism at the instruction level by using SIMD extensions to allow the processor to trace multiple rays simultaneously, rather than one at a time. READ MORE

6. 5. Parallel gaming related algorithms for an embedded media processor

   University essay from Informationskodning; Tekniska högskolan

   Author : John Tolunay; [2012]
   Keywords : ePUMA; parallelism; clipping; rasterization; random number generator; division; fixed point arithmetic; power consumption;

   Abstract : A new type of computing architecture called ePUMA is under development by the ePUMA Research Team at the Department of Electrical Engineering at Linköping University in Linköping. This contains several single instruction multiple data (SIMD) cores, which are called SIMD Units, where up to 64 computations can be done in parallel. READ MORE