A Survey of Neural Computation on Graphics Processing Hardware

A Survey of Neural Computation on Graphics Processing Hardware

Modern graphics processing units (GPU) are used for much more than simply 3D graphics applications. From machine vision to finite element analysis, CPU's are being used in diverse applications, collectively called general purpose graphics processor utilization. This paper explores the capabilit...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Meuth, R.J., Wunsch, D.C.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Application software
Computer graphics
Computer industry
Concurrent computing
Data structures
Finite element methods
Hardware
Intelligent control
Parallel processing
Pipelines
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Modern graphics processing units (GPU) are used for much more than simply 3D graphics applications. From machine vision to finite element analysis, CPU's are being used in diverse applications, collectively called general purpose graphics processor utilization. This paper explores the capabilities and limitations of modern GPU's and surveys the neural computation technologies that have been applied to these devices.
ISSN:2158-9860
2158-9879
DOI:10.1109/ISIC.2007.4450940