Johannes Partzsch

65 papers A 2B 5C 10Journal 29Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Characterization of Off-wafer Pulse Communication in BrainScaleS Neuromorphic System.
CoRR
Bernhard Vogginger, Vasilis N. Thanasoulis, Johannes Partzsch, Christian Mayr
2025 — conf
Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate Representation.
NICE
Sirine Arfa, Bernhard Vogginger, Chen Liu, Johannes Partzsch, Mark Schöne, Christian Mayr
2025 J jnl
Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate Representation.
CoRR
Sirine Arfa, Bernhard Vogginger, Chen Liu, Johannes Partzsch, Mark Schöne, 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 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
Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM.
CODAI
Chen Liu, Matthias Jobst, Liyuan Guo, Xinyue Shi, Johannes Partzsch, Christian Mayr
2023 J jnl
Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM.
CoRR
Chen Liu, Matthias Jobst, Liyuan Guo, Xinyue Shi, Johannes Partzsch, Christian Mayr
2023 — conf
Performance models and energy-optimal scheduling of DNNs on many-core hardware with dynamic power management.
CODAI
Bernhard Vogginger, Florian Kelber, Shambhavi Balamuthu Sampath, Johannes Partzsch, Christian Mayr
2022 B conf
Hardware-Efficient Ultrasonic Entrance Counting: Comparing Different Machine Learning Approaches.
ICPR
Tim Langer, Bernd Waschneck, Johannes Partzsch, Florian Kelber, Christian Mayr
2022 A conf
The Scale4Edge RISC-V Ecosystem.
DATE
Wolfgang Ecker, Peer Adelt, Wolfgang Müller, Reinhold Heckmann, Milos Krstic, Vladimir Herdt, Rolf Drechsler, Gerhard Angst, Ralf Wimmer, Andreas Mauderer, Rafael Stahl, Karsten Emrich, Daniel Mueller-Gritschneder, Bernd Becker, Philipp Scholl, Eyck Jentzsch, Jan Schlamelcher, Kim Grüttner, Paul Palomero Bernardo, Oliver Bringmann, Mihaela Damian, Julian Oppermann, Andreas Koch, Jörg Bormann, Johannes Partzsch, Christian Mayr, Wolfgang Kunz
2022 J jnl
The operating system of the neuromorphic BrainScaleS-1 system.
Neurocomputing
Eric Müller, Sebastian Schmitt, Christian Mauch, Sebastian Billaudelle, Andreas Grübl, Maurice Güttler, Dan Husmann, Joscha Ilmberger, Sebastian Jeltsch, Jakob Kaiser, Johann Klähn, Mitja Kleider, Christoph Koke, José Montes, Paul Müller, Johannes Partzsch, Felix Passenberg, Hartmut Schmidt, Bernhard Vogginger, Jonas Weidner, Christian Mayr, Johannes Schemmel
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 A conf
Analyzing ARM CoreSight ETMv4.x Data Trace Stream with a Real-time Hardware Accelerator.
DATE
Seyed Mohammad Ali Zeinolabedin, Johannes Partzsch, Christian Mayr
2021 J jnl
Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic control.
Neuromorph. Comput. Eng.
Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr
2021 — conf
Delay-Based Neural Computation: Pulse Routing Architecture and Benchmark Application in FPGA.
ICECS
Vasilis N. Thanasoulis, Bernhard Vogginger, Johannes Partzsch, Christian Mayr
2021 J jnl
Real-time Hardware Implementation of ARM CoreSight Trace Decoder.
IEEE Des. Test
Seyed Mohammad Ali Zeinolabedin, Johannes Partzsch, 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
2020 — conf
Event-based Neural Network for ECG Classification with Delta Encoding and Early Stopping.
EBCCSP
Matthias Jobst, Chen Liu, Johannes Partzsch, Yexin Yan, David Kappel, Hector A. Gonzalez, Yue Ji, Bernhard Vogginger, Christian Mayr
2020 J jnl
Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi.
CoRR
Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr
2020 — conf
Mapping Deep Neural Networks on SpiNNaker2.
NICE
Florian Kelber, Binyi Wu, Bernhard Vogginger, Johannes Partzsch, Chen Liu, Marco Stolba, Christian Mayr
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
2020 J jnl
The Operating System of the Neuromorphic BrainScaleS-1 System.
CoRR
Eric Müller, Sebastian Schmitt, Christian Mauch, Sebastian Billaudelle, Andreas Grübl, Maurice Güttler, Dan Husmann de Oliveira, Joscha Ilmberger, Sebastian Jeltsch, Jakob Kaiser, Johann Klähn, Mitja Kleider, Christoph Koke, José Montes, Paul Müller, Johannes Partzsch, Felix Passenberg, Hartmut Schmidt, Bernhard Vogginger, Jonas Weidner, Christian Mayr, Johannes Schemmel
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
Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype.
CoRR
Yexin Yan, David Kappel, Felix Neumärker, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve B. Furber, Wolfgang Maass, Robert Legenstein, Christian Mayr
2019 J jnl
Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype.
IEEE Trans. Biomed. Circuits Syst.
Yexin Yan, David Kappel, Felix Neumärker, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve B. Furber, Wolfgang Maass, Robert Legenstein, 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
2017 C conf
A fixed point exponential function accelerator for a neuromorphic many-core system.
ISCAS
Johannes Partzsch, Sebastian Höppner, Matthias Eberlein, René Schüffny, Christian Mayr, David R. Lester, Steve B. Furber
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 — conf
Exploration of FPGA architectures for tight coupled accelerators in a 22nm FDSOI technology.
NORCAS
Heiner Bauer, Sebastian Höppner, Johannes Partzsch, Dennis Walter, Christian Mayr, Florian Schraut, Holger Eisenreich
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 J jnl
A Calibration Technique for Bang-Bang ADPLLs Using Jitter Distribution Monitoring.
IEEE Trans. Very Large Scale Integr. Syst.
Sebastian Höppner, Johannes Partzsch, Johannes Neumann, René Schüffny, Christian Mayr
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 C conf
A pulse communication flow ready for accelerated neuromorphic experiments.
ISCAS
Vasilis N. Thanasoulis, Bernhard Vogginger, Johannes Partzsch, René Schüffny
2014 — —
Analyse- und Entwurfsmethoden für Verbindungsarchitekturen neuromorpher Systeme.
Johannes Partzsch
2014 — conf
Configurable pulse routing architecture for accelerated multi-node neuromorphic systems.
ICECS
Vasilis N. Thanasoulis, Johannes Partzsch, Bernhard Vogginger, René Schüffny
2014 J jnl
OTA based 200 GΩ resistance on 700 μm2 in 180 nm CMOS for neuromorphic applications.
CoRR
Christian Mayr, Michael Schultz, Marko Noack, Stephan Henker, Johannes Partzsch, 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
2014 C conf
VLSI implementation of a conductance-based multi-synapse using switched-capacitor circuits.
ISCAS
Marko Noack, Markus Krause, Christian Mayr, Johannes Partzsch, René Schüffny
2013 B conf
A location-independent direct link neuromorphic interface.
IJCNN
Alexander D. Rast, Johannes Partzsch, Christian Mayr, Johannes Schemmel, Stefan Hartmann, Luis A. Plana, Steve Temple, David R. Lester, René Schüffny, Steve B. Furber
2013 — conf
Live demonstration: Ethernet communication linking two large-scale neuromorphic systems.
ECCTD
Johannes Partzsch, Christian Mayr, Bernhard Vogginger, René Schüffny, Alexander D. Rast, Luis A. Plana, Steve B. Furber
2013 C conf
Live demonstration: Multiple-timescale plasticity in a neuromorphic system.
ISCAS
Christian Mayr, Johannes Partzsch, Marko Noack, 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 J jnl
Accuracy evaluation of numerical methods used in state-of-the-art simulators for spiking neural networks.
J. Comput. Neurosci.
Stephan Henker, Johannes Partzsch, René Schüffny
2012 — conf
Dedicated FPGA communication architecture and design for a large-scale neuromorphic system.
ICECS
Vasilis N. Thanasoulis, Johannes Partzsch, Stephan Hartmann, Christian Mayr, René Schüffny
2012 J jnl
Developing structural constraints on connectivity for biologically embedded neural networks.
Biol. Cybern.
Johannes Partzsch, René Schüffny
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
2012 — conf
Long-term pulse stimulation and recording in an accelerated neuromorphic system.
ICECS
Vasilis N. Thanasoulis, Johannes Partzsch, Bernhard Vogginger, Christian Mayr, René Schüffny
2012 — conf
Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation.
NIPS
Christian Mayr, Paul Stärke, Johannes Partzsch, René Schüffny, Love Cederstroem, Yao Shuai, Nan Du, Heidemarie Schmidt
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 J jnl
Analyzing the Scaling of Connectivity in Neuromorphic Hardware and in Models of Neural Networks.
IEEE Trans. Neural Networks
Johannes Partzsch, René Schüffny
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
2011 — conf
Synapse dynamics in CMOS derived from a model of neurotransmitter release.
ECCTD
Marko Noack, Christian Mayr, Johannes Partzsch, René Schüffny
2010 B conf
A critique of BCM behavior verification for STDP-type plasticity models.
ESANN
Christian Mayr, Johannes Partzsch, 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
2010 C conf
Replicating experimental spike and rate based neural learning in CMOS.
ISCAS
Christian Mayr, Marko Noack, Johannes Partzsch, René Schüffny
2009 J jnl
On the Relation between Bursts and Dynamic Synapse Properties: A Modulation-Based Ansatz.
Comput. Intell. Neurosci.
Christian Mayr, Johannes Partzsch, René Schüffny
2009 B conf
On the routing complexity of neural network models - Rent's Rule revisited.
ESANN
Johannes Partzsch, René Schüffny
2009 J jnl
Transient responses of activity-dependent synapses to modulated pulse trains.
Neurocomputing
Christian Mayr, Johannes Partzsch, René Schüffny
2008 — conf
BCM and Membrane Potential: Alternative Ways to Timing Dependent Plasticity.
ICONIP (1)
Johannes Partzsch, Christian Mayr, René Schüffny