Stefan Scholze

41 papers A* 2B 1C 9Journal 17Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
NLU: An Adaptive, Small-Footprint, Low-Power Neural Learning Unit for Edge and IoT Applications.
IEEE Open J. Circuits Syst.
Amirhossein Rostami, Seyed Mohammad Ali Zeinolabedin, Liyuan Guo, Florian Kelber, Heiner Bauer, Andreas Dixius, Stefan Scholze, Marc Berthel, Dennis Walter, Johannes Uhlig, Bernhard Vogginger, Christian Mayr
2023 — conf
A 12-ADC 25-Core Smart MPSoC Using ABB in 22FDX for 77GHz MIMO Radars at 52.6mW Average Power.
CICC
Hector A. Gonzalez, Bernhard Vogginger, Chen Liu, Marco Stolba, Florian Kelber, Heiner Bauer, Stefan Hänzsche, Stefan Scholze, Marc Berthel, Tim Rosmeisl, Liyuan Guo, Dennis Walter, Piash Das, Khaleelulla Khan Nazeer, Tilo Schubert, Sebastian Höppner, Christian Mayr
2023 — conf
A 16-channel Real-time Adaptive Neural Signal Compression Engine in 22nm FDSOI.
NEWCAS
Liyuan Guo, Seyed Mohammad Ali Zeinolabedin, Franz Marcus Schüffny, Annika Weiße, Stefan Scholze, Richard George, Johannes Partzsch, Christian Mayr
2023 — conf
A 3.3V Saturation-Aware Neurostimulator with Reset Functionality in 22 nm FDSOI.
NEWCAS
Franz Marcus Schüffny, Stefan Hänzsche, Stephan Henker, Seyed Mohammad Ali Zeinolabedin, Stefan Scholze, Sebastian Höppner, Richard Miru George, Christian Mayr
2023 — conf
A Low-Power Hardware Accelerator of MFCC Extraction for Keyword Spotting in 22nm FDSOI.
AICAS
Liyuan Guo, Matthias Jobst, Johannes Partzsch, Stefan Scholze, Andreas Dixius, Matthias Lohrmann, Seyed Mohammad Ali Zeinolabedin, Christian Mayr
2023 — conf
A RISC-V MCU with adaptive reverse body bias and ultra-low-power retention mode in 22 nm FD-SOI.
ISOCC
Heiner Bauer, Marco Stolba, Stefan Scholze, Dennis Walter, Christian Mayr, Alexander Oefelein, Sebastian Höppner, André Scharfe, Florian Schraut, Holger Eisenreich
2023 J jnl
A RISC-V MCU with adaptive reverse body bias and ultra-low-power retention mode in 22 nm FD-SOI.
CoRR
Heiner Bauer, Marco Stolba, Stefan Scholze, Dennis Walter, Christian Mayr, Alexander Oefelein, Sebastian Höppner, André Scharfe, Florian Schraut, Holger Eisenreich
2022 J jnl
A 16-Channel Fully Configurable Neural SoC With 1.52 $\mu$W/Ch Signal Acquisition, 2.79 $\mu$W/Ch Real-Time Spike Classifier, and 1.79 TOPS/W Deep Neural Network Accelerator in 22 nm FDSOI.
IEEE Trans. Biomed. Circuits Syst.
Seyed Mohammad Ali Zeinolabedin, Franz Marcus Schüffny, Richard George, Florian Kelber, Heiner Bauer, Stefan Scholze, Stefan Hänzsche, Marco Stolba, Andreas Dixius, Georg Ellguth, Dennis Walter, Sebastian Höppner, Christian Mayr
2022 — conf
A Random Linear Network Coding Platform MPSoC Designed in 22nm FDSOI.
ISVLSI
Mattis Hasler, Sebastian Haas, Robert Wittig, Stefan Scholze, Andreas Dixius, Sebastian Höppner, Gerhard P. Fettweis, Christian Mayr
2022 — conf
A Single Battery Supply Power Concept for a Neuro Recording and Flexible Processing Chain in 22 nm.
NorCAS
Franz Marcus Schüffny, Stefan Hänzsche, Marc Berthel, Seyed Mohammad Ali Zeinolabedin, Stefan Scholze, Sebastian Höppner, Richard Miru George, Christian Mayr
2022 — conf
ZEN: A flexible energy-efficient hardware classifier exploiting temporal sparsity in ECG data.
AICAS
Matthias Jobst, Johannes Partzsch, Chen Liu, Liyuan Guo, Dennis Walter, Saif-Ur Rehman, Stefan Scholze, Sebastian Höppner, Christian Mayr
2021 J jnl
The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing.
CoRR
Sebastian Höppner, Yexin Yan, Andreas Dixius, Stefan Scholze, Johannes Partzsch, Marco Stolba, Florian Kelber, Bernhard Vogginger, Felix Neumärker, Georg Ellguth, Stephan Hartmann, Stefan Schiefer, Thomas Hocker, Dennis Walter, Gengting Liu, Jim D. Garside, Steve B. Furber, Christian Mayr
2021 C conf
Ultra-High Compression of Twiddle Factor ROMs in Multi-Core DSP for FMCW Radars.
ISCAS
Hector A. Gonzalez, Florian Kelber, Marco Stolba, Chen Liu, Bernhard Vogginger, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Christian Mayr
2020 J jnl
Adaptive Body Bias Aware Implementation for Ultra-Low-Voltage Designs in 22FDX Technology.
IEEE Trans. Circuits Syst. II Express Briefs
Sebastian Höppner, Holger Eisenreich, Dennis Walter, André Scharfe, Alexander Oefelein, Florian Schraut, Jörg Schreiter, Thorsten Riedel, Heiner Bauer, Robert Niebsch, Stephan Scherzer, Thomas Hocker, Stefan Scholze, Stephan Henker, Matthias Nossmann, Ulrich Hensel, Helmut Prengel
2020 J jnl
Mean Field Approach for Configuring Population Dynamics on a Biohybrid Neuromorphic System.
J. Signal Process. Syst.
Johannes Partzsch, Christian Mayr, Massimiliano Giulioni, Marko Noack, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Paolo Del Giudice, René Schüffny
2019 J jnl
Dynamic Power Management for Neuromorphic Many-Core Systems.
CoRR
Sebastian Höppner, Bernhard Vogginger, Yexin Yan, Andreas Dixius, Stefan Scholze, Johannes Partzsch, Felix Neumaerker, Stephan Hartmann, Stefan Schiefer, Georg Ellguth, Love Cederstroem, Luis A. Plana, Jim D. Garside, Steve B. Furber, Christian Mayr
2019 J jnl
Dynamic Power Management for Neuromorphic Many-Core Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Sebastian Höppner, Bernhard Vogginger, Yexin Yan, Andreas Dixius, Stefan Scholze, Johannes Partzsch, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Georg Ellguth, Love Cederstroem, Luis A. Plana, Jim D. Garside, Steve B. Furber, Christian Mayr
2019 J jnl
Mean Field Approach for Configuring Population Dynamics on a Biohybrid Neuromorphic System.
CoRR
Johannes Partzsch, Christian Mayr, Massimiliano Giulioni, Marko Noack, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Paolo Del Giudice, René Schüffny
2019 C conf
Performance Analysis of a Comparator Based Mixed-Signal Control Loop in 28 nm CMOS.
VLSI-SoC
Florian Protze, Martin Kreißig, Frank Ellinger, Sebastian Höppner, Stephan Hartmann, Stefan Hänzsche, Stefan Scholze, Georg Ellguth, Christian Mayr
2018 C conf
Approximate Fixed-Point Elementary Function Accelerator for the SpiNNaker-2 Neuromorphic Chip.
ARITH
Mantas Mikaitis, David R. Lester, Delong Shang, Steve B. Furber, Gengting Liu, Jim D. Garside, Stefan Scholze, Sebastian Höppner, Andreas Dixius
2017 A* conf
A Heterogeneous SDR MPSoC in 28 nm CMOS for Low-Latency Wireless Applications.
DAC
Sebastian Haas, Tobias Seifert, Benedikt Nöthen, Stefan Scholze, Sebastian Höppner, Andreas Dixius, Esther Pérez Adeva, Thomas R. Augustin, Friedrich Pauls, Sadia Moriam, Mattis Hasler, Erik Fischer, Yong Chen, Emil Matús, Georg Ellguth, Stephan Hartmann, Stefan Schiefer, Love Cederström, Dennis Walter, Stephan Henker, Stefan Hänzsche, Johannes Uhlig, Holger Eisenreich, Stefan Weithoffer, Norbert Wehn, René Schüffny, Christian Mayr, Gerhard P. Fettweis
2017 J jnl
Application-specific architectures for energy-efficient database query processing and optimization.
Microprocess. Microsystems
Sebastian Haas, Stefan Scholze, Sebastian Höppner, Annett Ungethüm, Christian Mayr, René Schüffny, Wolfgang Lehner, Gerhard P. Fettweis
2017 C conf
Dynamic voltage and frequency scaling for neuromorphic many-core systems.
ISCAS
Sebastian Höppner, Yexin Yan, Bernhard Vogginger, Andreas Dixius, Johannes Partzsch, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Stefan Scholze, Georg Ellguth, Love Cederstroem, Matthias Eberlein, Christian Mayr, Steve Temple, Luis A. Plana, Jim D. Garside, Simon Davidson, David R. Lester, Steve B. Furber
2017 C conf
Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systems.
ISCAS
Sebastian Höppner, Yexin Yan, Bernhard Vogginger, Andreas Dixius, Johannes Partzsch, Prateek Joshi, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Stefan Scholze, Georg Ellguth, Love Cederstroem, Matthias Eberlein, Christian Mayr, Steve Temple, Luis A. Plana, Jim D. Garside, Simon Davidson, David R. Lester, Steve B. Furber
2017 J jnl
Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System.
CoRR
Sebastian Schmitt, Johann Klaehn, Guillaume Bellec, Andreas Grübl, Maurice Guettler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Vitali Karasenko, Mitja Kleider, Christoph Koke, Christian Mauch, Eric Müller, Paul Müller, Johannes Partzsch, Mihai A. Petrovici, Stefan Schiefer, Stefan Scholze, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, Christian Mayr, Johannes Schemmel, Karlheinz Meier
2017 B conf
Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system.
IJCNN
Sebastian Schmitt, Johann Klähn, Guillaume Bellec, Andreas Grübl, Maurice Güttler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Eric Müller, Paul Müller, Johannes Partzsch, Mihai A. Petrovici, Stefan Schiefer, Stefan Scholze, Vasilis N. Thanasoulis, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, Christian Mayr, René Schüffny, Johannes Schemmel, Karlheinz Meier
2017 C conf
Pattern representation and recognition with accelerated analog neuromorphic systems.
ISCAS
Mihai A. Petrovici, Sebastian Schmitt, Johann Klähn, Robert D. St. Louis, Anna Schroeder, Guillaume Bellec, Johannes Bill, Oliver Breitwieser, Ilja Bytschok, Andreas Grübl, Maurice Güttler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Eric Müller, Paul Müller, Johannes Partzsch, Thomas Pfeil, Stefan Schiefer, Stefan Scholze, Anand Subramoney, Vasilis N. Thanasoulis, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, René Schüffny, Christian Mayr, Johannes Schemmel, Karlheinz Meier
2017 J jnl
Pattern representation and recognition with accelerated analog neuromorphic systems.
CoRR
Mihai A. Petrovici, Sebastian Schmitt, Johann Klähn, David Stöckel, Anna Schroeder, Guillaume Bellec, Johannes Bill, Oliver Breitwieser, Ilja Bytschok, Andreas Grübl, Maurice Güttler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Paul Müller, Johannes Partzsch, Thomas Pfeil, Stefan Schiefer, Stefan Scholze, Anand Subramoney, Vasilis N. Thanasoulis, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, René Schüffny, Christian Mayr, Johannes Schemmel, Karlheinz Meier
2016 J jnl
A Biological-Realtime Neuromorphic System in 28 nm CMOS Using Low-Leakage Switched Capacitor Circuits.
IEEE Trans. Biomed. Circuits Syst.
Christian Mayr, Johannes Partzsch, Marko Noack, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Georg Ellguth, René Schüffny
2016 — conf
A database accelerator for energy-efficient query processing and optimization.
NORCAS
Sebastian Haas, Oliver Arnold, Stefan Scholze, Sebastian Höppner, Georg Ellguth, Andreas Dixius, Annett Ungethüm, Eric Mier, Benedikt Noethen, Emil Matús, Stefan Schiefer, Love Cederstroem, Fabian Pilz, Christian Mayr, René Schüffny, Wolfgang Lehner, Gerhard P. Fettweis
2016 A* conf
An MPSoC for energy-efficient database query processing.
DAC
Sebastian Haas, Oliver Arnold, Benedikt Nöthen, Stefan Scholze, Georg Ellguth, Andreas Dixius, Sebastian Höppner, Stefan Schiefer, Stephan Hartmann, Stephan Henker, Thomas Hocker, Jörg Schreiter, Holger Eisenreich, Jens-Uwe Schlüßler, Dennis Walter, Tobias Seifert, Friedrich Pauls, Mattis Hasler, Yong Chen, Hermann Hensel, Sadia Moriam, Emil Matús, Christian Mayr, René Schüffny, Gerhard P. Fettweis
2015 C conf
An all-digital PWM generator with 62.5ps resolution in 28nm CMOS technology.
ISCAS
Sebastian Höppner, Stefan Hänzsche, Stefan Scholze, René Schüffny
2014 — conf
10.7 A 105GOPS 36mm
ISSCC
Benedikt Noethen, Oliver Arnold, Esther P. Adeva, Tobias Seifert, Erik Fischer, Steffen Kunze, Emil Matús, Gerhard P. Fettweis, Holger Eisenreich, Georg Ellguth, Stephan Hartmann, Sebastian Höppner, Stefan Schiefer, J.-U. Schlusler, Stefan Scholze, Dennis Walter, René Schüffny
2014 J jnl
A Biological-Realtime Neuromorphic System in 28 nm CMOS using Low-Leakage Switched Capacitor Circuits.
CoRR
Christian Mayr, Johannes Partzsch, Marko Noack, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Georg Ellguth, René Schüffny
2014 J jnl
Switched-Capacitor Realization of Presynaptic Short-Term-Plasticity and Stop-Learning Synapses in 28 nm CMOS.
CoRR
Marko Noack, Johannes Partzsch, Christian Mayr, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Georg Ellguth, René Schüffny
2012 J jnl
A 32 GBit/s communication SoC for a waferscale neuromorphic system.
Integr.
Stefan Scholze, Holger Eisenreich, Sebastian Höppner, Georg Ellguth, Stephan Henker, Mario Ander, Stefan Hänzsche, Johannes Partzsch, Christian Mayr, René Schüffny
2012 — conf
A 335Mb/s 3.9mm
ISSCC
Markus Winter, Steffen Kunze, Esther P. Adeva, Björn Mennenga, Emil Matús, Gerhard P. Fettweis, Holger Eisenreich, Georg Ellguth, Sebastian Höppner, Stefan Scholze, René Schüffny, Tomoyoshi Kobori
2012 C conf
Live demonstration: A scaled-down version of the BrainScaleS wafer-scale neuromorphic system.
ISCAS
Johannes Schemmel, Andreas Grübl, Stephan Hartmann, Alexander Kononov, Christian Mayr, Karlheinz Meier, Sebastian Millner, Johannes Partzsch, Stefan Schiefer, Stefan Scholze, René Schüffny, Marc-Olivier Schwartz
2011 J jnl
A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems.
Biol. Cybern.
Daniel Brüderle, Mihai A. Petrovici, Bernhard Vogginger, Matthias Ehrlich, Thomas Pfeil, Sebastian Millner, Andreas Grübl, Karsten Wendt, Eric Müller, Marc-Olivier Schwartz, Dan Husmann de Oliveira, Sebastian Jeltsch, Johannes Fieres, Moritz Schilling, Paul Müller, Oliver Breitwieser, Venelin Petkov, Lyle Muller, Andrew P. Davison, Pradeep Krishnamurthy, Jens Kremkow, Mikael Lundqvist, Eilif B. Muller, Johannes Partzsch, Stefan Scholze, Lukas Zühl, Christian Mayr, Alain Destexhe, Markus Diesmann, Tobias C. Potjans, Anders Lansner, René Schüffny, Johannes Schemmel, Karlheinz Meier
2011 C conf
Live demonstration: Packet-based AER with 3Gevent/s cumulative throughput.
ISCAS
Stefan Schiefer, Stephan Hartmann, Stefan Scholze, Johannes Partzsch, Christian Mayr, Stephan Henker, René Schüffny
2010 — conf
Highly integrated packet-based AER communication infrastructure with 3Gevent/S throughput.
ICECS
Stephan Hartmann, Stefan Schiefer, Stefan Scholze, Johannes Partzsch, Christian Mayr, Stephan Henker, René Schüffny