Hierarchical description and analysis of CNN algorithms

When designing algorithms, several implementations are often feasible, performing differently on the hardware. We introduce a formalism to hierarchically describe CNN-based algorithms, aimed at an execution on a CNN Universal Machine. Apart from the mere description, the formalism facilitates perfor...

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Bibliographic Details
Published inProceedings (International Workshop on Cellular Neural Networks and Their Applications) pp. 1 - 2
Main Authors Müller, Jens, Müller, Jan, Tetzlaff, Ronald
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.07.2014
Subjects
Algorithm design and analysis
Couplings
Delays
Estimation
Hardware
Software
Online AccessGet full text
ISSN2165-0144
DOI10.1109/CNNA.2014.6888629

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Summary:When designing algorithms, several implementations are often feasible, performing differently on the hardware. We introduce a formalism to hierarchically describe CNN-based algorithms, aimed at an execution on a CNN Universal Machine. Apart from the mere description, the formalism facilitates performance estimation and programming of the algorithms.
ISSN:2165-0144
DOI:10.1109/CNNA.2014.6888629