Search Results for author: Andreas Bytyn

Found 2 papers, 0 papers with code

Dataflow Aware Mapping of Convolutional Neural Networks Onto Many-Core Platforms With Network-on-Chip Interconnect

no code implementations18 Jun 2020 Andreas Bytyn, René Ahlsdorf, Rainer Leupers, Gerd Ascheid

Our mapping strategy and system setup is scaled starting from the single core level up to 128 cores, thereby showing the limits of the selected approach.

An Application-Specific VLIW Processor with Vector Instruction Set for CNN Acceleration

no code implementations10 Apr 2019 Andreas Bytyn, Rainer Leupers, Gerd Ascheid

In recent years, neural networks have surpassed classical algorithms in areas such as object recognition, e. g. in the well-known ImageNet challenge.

Object Recognition

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