38 citations · 76 across the 3 of their papers we have counts for
3 papers
cs.AR2022★ 34 cited
Efficient Hardware Acceleration of Sparsely Active Convolutional Spiking Neural Networks
Jan Sommer, M. Akif Özkan, Oliver Keszocze +1
Spiking Neural Networks (SNNs) compute in an event-based matter to achieve a more efficient computation than standard Neural Networks. In SNNs, neuronal outputs (i.e. activations)…
cs.AR2022★ 38 cited
DSP-Packing: Squeezing Low-precision Arithmetic into FPGA DSP Blocks
Jan Sommer, M. Akif Özkan, Oliver Keszocze +1
The number of Digital Signal Processor (DSP) resources available in Field Programmable Gate Arrays (FPGAs) is often quite limited. Therefore, full utilization of available DSP reso…
cs.CV2020★ 4 cited
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…