189 citations · 717 across the 25 of their papers we have counts for
4 papers · 1 filter
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision
Alexander Kugele, Thomas Pfeil, Michael Pfeiffer +1
Event-based vision sensors encode local pixel-wise brightness changes in streams of events rather than image frames and yield sparse, energy-efficient encodings of scenes, in addit…
SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning
Manuel Nonnenmacher, Thomas Pfeil, Ingo Steinwart +1
Pruning neural networks reduces inference time and memory costs. On standard hardware, these benefits will be especially prominent if coarse-grained structures, like feature maps,…
High Resolution Parameter Study of the Vertical Shear Instability II: Dependence on temperature gradient and cooling time
Natascha Manger, Thomas Pfeil, Hubert Klahr
A certain appeal to the alpha model for turbulence and related viscosity in accretion disks was that one scales the Reynolds stresses simply on the thermal pressure, assuming that…
ItNet: iterative neural networks with small graphs for accurate, efficient and anytime semantic segmentation
Thomas Pfeil
Deep neural networks have usually to be compressed and accelerated for their usage in low-power, e.g. mobile, devices. Recently, massively-parallel hardware accelerators were devel…