Essays about: "Implementation of an SIMD processor"

Showing result 1 - 5 of 8 essays containing the words Implementation of an SIMD processor.

  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. Performance Optimization of Signal Processing Algorithms for SIMD Architectures

    University essay from KTH/Reglerteknik

    Author : Sharan Yagneswar; [2017]
    Keywords : SIMD; ARM; Vectorization; DSP; NEON; IIR; Envelope; Complex; Performance Optimization; SIMD; ARM; Vektorisering; DSP; NEON; IIR; Kuvert; Komplex; Prestandaoptimering;

    Abstract : Digital Signal Processing(DSP) algorithms are widely implemented in real time systems.In fields such as digital music technology, many of these said algorithms areimplemented, often in combination, to achieve the desired functionality. When itcomes to implementation, DSP algorithms are performance critical as they havetight deadlines. READ MORE

  4. 3. Implementation of LTE Baseband Algorithms for a Highly Parallel DSP Platform

    University essay from Linköpings universitet/Datorteknik

    Author : Markus Keller; [2016]
    Keywords : SIMD; DSP; FFT; DFT; LTE; OFDM; ePUMA; sleipnir; Cooley Tukey; Zeroforcing; Channel equalization;

    Abstract : The division of computer engineering at Linköping’s university is currentlydeveloping an innovative parallel DSP processor architecture called ePUMA. Onepossible future purpose of the ePUMA that has been thought of is to implement itin base stations for mobile communication. READ MORE

  5. 4. Efficient Implementation of 3D Finite Difference Schemes on Recent Processor Architectures

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Frederick Ceder; [2015]
    Keywords : hpc; high performance computing; intel; haswell; xeon phi; knights corner; burgers equation; finite difference methods; fdm; ftcs; parallel programming; vectorization; simd;

    Abstract : Efficient Implementation of 3D Finite Difference Schemes on Recent Processors Abstract In this paper a solver is introduced that solves a problem set modelled by the Burgers equation using the finite difference method: forward in time and central in space. The solver is parallelized and optimized for Intel Xeon Phi 7120P as well as Intel Xeon E5-2699v3 processors to investigate differences in terms of performance between the two architectures. READ MORE

  6. 5. Implementation of Elementary Functions for a Fixed Point SIMD DSP Coprocessor

    University essay from Datorteknik

    Author : Orri Tomasson; [2010]
    Keywords : SIMD; DSP; mathematical functions; elementary functions; polynomial approximation; fixed-point arithmetic;

    Abstract : This thesis is about implementing the functions for reciprocal, square root, inverse square root and logarithms on a DSP platform. A multi-core DSP platform that consists of one master processor core and several SIMD coprocessor cores is currently being designed by a team at the Computer Engineering Department of Linköping University. READ MORE