Search Results for author: M. Akif Özkan

Found 2 papers, 0 papers with code

Efficient Hardware Acceleration of Sparsely Active Convolutional Spiking Neural Networks

no code implementations23 Mar 2022 Jan Sommer, M. Akif Özkan, Oliver Keszocze, Jürgen Teich

The motivation of using SNNs over conventional neural networks is rooted in the special computational aspects of SNNs, especially the very high degree of sparsity of neural output activations.

Scheduling

HipaccVX: Wedding of OpenVX and DSL-based Code Generation

no code implementations26 Aug 2020 M. Akif Özkan, Burak Ok, Bo Qiao, Jürgen Teich, Frank Hannig

OpenVX promises to solve this issue for computer vision applications with a royalty-free industry standard that is based on a graph-execution model.

Code Generation

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