30 citations · 72 across the 13 of their papers we have counts for
3 papers · 1 filter
HipaccVX: Wedding of OpenVX and DSL-based Code Generation
M. Akif Özkan, Burak Ok, Bo Qiao +2
Writing programs for heterogeneous platforms optimized for high performance is hard since this requires the code to be tuned at a low level with architecture-specific optimizations…
Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks
Muhammad Sabih, Frank Hannig, Juergen Teich
For many applications, utilizing DNNs (Deep Neural Networks) requires their implementation on a target architecture in an optimized manner concerning energy consumption, memory req…
AnyHLS: High-Level Synthesis with Partial Evaluation
M. Akif Özkan, Arsène Pérard-Gayot, Richard Membarth +5
FPGAs excel in low power and high throughput computations, but they are challenging to program. Traditionally, developers rely on hardware description languages like Verilog or VHD…