activity
20142026
most citedEfficient Hardware Acceleration of Sparsely Active Convolutional Spiking Neural Networks

34 citations · 50 across the 5 of their papers we have counts for

collaborators

8 papers

cs.CY2026

Freeze, Validate, Report: Auditing Urban Station Plans with Common Evidence

Julian Teusch, Oliver Keszöcze

Transport authorities comparing urban station plans need to distinguish plan differences from differences in evaluation inputs. Reconstructing spatial units, included trips, or can…

cs.AR2026

Low-level optimizations in high-level HDLs: Is there a benefit?

Oliver Keszocze, Tjark Petersen, Arved Friedemann +1

This paper explores the applicability of functional programming to the design of Application-specific Integrated Circuits (ASICs). We investigate the impact of designing ASICs usin…

cs.ET2023★ 10 cited

Artificial Intelligence for Molecular Communication

Max Bartunik, Jens Kirchner, Oliver Keszocze

Molecular communication is a novel approach for data transmission between miniaturized devices, especially in contexts where electrical signals are to be avoided. The communication…

cs.AR2023★ 3 cited

To Spike or Not to Spike? A Quantitative Comparison of SNN and CNN FPGA Implementations

Patrick Plagwitz, Frank Hannig, Jürgen Teich +1

Convolutional Neural Networks (CNNs) are widely employed to solve various problems, e.g., image classification. Due to their compute- and data-intensive nature, CNN accelerators ha…

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.AR2021

On the Approximation of Accuracy-configurable Sequential Multipliers via Segmented Carry Chains

Jorge Echavarria, Stefan Wildermann, Oliver Keszocze +3

In this paper, we present a multiplier based on a sequence of approximated accumulations. According to a given splitting point of the carry chains, the technique herein introduced…

quant-ph2015

Translating between the roots of the identity in quantum computers

Wouter Castryck, Jeroen Demeyer, Alexis De Vos +2

The Clifford+ quantum computing gate library for single qubit gates can create all unitary matrices that are generated by the group . The matrix can be…

cs.ET2014★ 3 cited

Embedding of Large Boolean Functions for Reversible Logic

Mathias Soeken, Robert Wille, Oliver Keszocze +2

Reversible logic represents the basis for many emerging technologies and has recently been intensively studied. However, most of the Boolean functions of practical interest are irr…