Augstas veiktspējas līdzprocesora izveide darbību ar matricām realizācijai iegultajās sistēmas

6533b826fe1ef96bd1284b88

RESEARCH PRODUCT

Augstas veiktspējas līdzprocesora izveide darbību ar matricām realizācijai iegultajās sistēmas

subject

Datorzinātne matricu operācijas līdzprocesors VHDL FPGA iegultās sistēmas

description

Attīstoties tehnoloģijām, sensori kļūst aizvien mazāki un precīzāki, aprēķini, kas saistīti ar to sniegtajiem mērijumiem kļūst aizvien sarežģītāki. Iegultajām sistēmām ir īpašas energoefektivitātes un vietas patēriņa prasības, kas uz CPU un GPU balstītus risinājumus padara nepiemērotus. Pētījuma mērķis ir izstrādāt augstas veiktspējas līdzprocesoru matricu operācijām iegultajās sistēmas. Darba ietvaros tika veikta literatūras analīze, izstrādāts līdzprocesora prototips un veikts salīdzinājums ar alternatīviem risinājumiem. Pētījuma rezultātā uz FPGA, izmantojot VHDL valodu, tika izstrādāts 4x4 matricu operāciju līdzprocesora prototips ar 12MHz taktsātrumu, novērtēts resursu apjoms, lai implementētu līdzprocesorus lielākiem matricu aprēķiniem un salīdzināta piedāvātā risinājuma veiktspēja ar citiem risinājumiem.

year	journal	country	edition	language
2018-01-01

https://dspace.lu.lv/dspace/handle/7/38710

PEPhysical Sciences and Engineering
- PE2Fundamental Constituents of Matter
  - PE2_1Theory of fundamental interactions
  - PE2_2 Phenomenology of fundamental interactions
  - PE2_3Experimental particle physics with accelerators
  - PE2_4Experimental particle physics without accelerators
  - PE2_6Nuclear, hadron and heavy ion physics
  - PE2_8Gas and plasma physics
  - PE2_5Classical and quantum physics of gravitational interactions
  - PE2_7Nuclear and particle astrophysics
  - PE2_9 Electromagnetism
  - PE2_10Atomic, molecular physics
  - PE2_11Ultra-cold atoms and molecules
  - PE2_18Equilibrium and non-equilibrium statistical mechanics: steady states and dynamics
  - PE2_14Lasers, ultra-short lasers and laser physics
  - PE2_17Metrology and measurement
  - PE2_16Non-linear physics
  - PE2_12Optics, non-linear optics and nano-optics
  - PE2_13Quantum optics and quantum information
  - PE2_15Thermodynamics
- PE1Mathematics
  - PE1_1Logic and foundations
  - PE1_6Geometry and global analysis
  - PE1_8Analysis
  - PE1_7Topology
  - PE1_9Operator algebras and functional analysis
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  - PE1_12Mathematical physics
  - PE1_11Theoretical aspects of partial differential equations
  - PE1_13Probability
  - PE1_14Mathematical statistics
  - PE1_15Generic statistical methodology and modelling
  - PE1_4 Algebraic and complex geometry
  - PE1_19Scientific computing and data processing
  - PE1_2Algebra
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  - PE1_21Application of mathematics in sciences
  - PE1_22Application of mathematics in industry and society
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  - PE1_17Mathematical aspects of computer science
  - PE1_3Number theory
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  - PE3_2Mechanical and acoustical properties of condensed matter, lattice dynamics
  - PE3_3Transport properties of condensed matter
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  - PE3_6Macroscopic quantum phenomena, e.g. superconductivity, superfluidity, quantum Hall effect
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- PE11Materials Engineering
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  - PE11_8Engineering of alternative established or emergent materials
  - PE11_9Nanomaterials engineering, e.g. nanoparticles, nanoporous materials, 1D & 2D nanomaterials
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LSLife Sciences
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  - LS1_11Chemical biology
  - LS1_12Protein design
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  - LS1_14Innovative methods and modelling in molecular, structural and synthetic biology
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- LS4Physiology in Health, Disease and Ageing
  - LS4_1Organ and tissue physiology and pathophysiology
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- LS3Cell Biology, Development, Stem Cells and Regeneration
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- LS5Neuroscience and Disorders of the Nervous System
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  - LS5_18Innovative methods and tools for neuroscience
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- LS9Biotechnology and Biosystems Engineering
  - LS9_3Bioengineering of cells, tissues, organs and organisms
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SHSocial Sciences and Humanities
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