Johannes Partzsch

ORCID

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 34

Top Venues

Dresden University of Technology (PHD)

Education History

Dresden University of Technology

PHD

Publications

Chen Liu, Matthias Jobst, Liyuan Guo, Xinyue Shi, Johannes Partzsch, Christian Mayr
Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM. CoRR (2023)
Bernhard Vogginger, Florian Kelber, Shambhavi Balamuthu Sampath, Johannes Partzsch, Christian Mayr
Performance models and energy-optimal scheduling of DNNs on many-core hardware with dynamic power management. CODAI (2023)
Chen Liu, Matthias Jobst, Liyuan Guo, Xinyue Shi, Johannes Partzsch, Christian Mayr
Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM. CODAI (2023)
Liyuan Guo, Seyed Mohammad Ali Zeinolabedin, Franz Marcus Schüffny, Annika Weiße, Stefan Scholze, Richard George, Johannes Partzsch, Christian Mayr
A 16-channel Real-time Adaptive Neural Signal Compression Engine in 22nm FDSOI. NEWCAS (2023)
Liyuan Guo, Matthias Jobst, Johannes Partzsch, Stefan Scholze, Andreas Dixius, Matthias Lohrmann, Seyed Mohammad Ali Zeinolabedin, Christian Mayr
A Low-Power Hardware Accelerator of MFCC Extraction for Keyword Spotting in 22nm FDSOI. AICAS (2023)
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
The Scale4Edge RISC-V Ecosystem. DATE (2022)
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
The operating system of the neuromorphic BrainScaleS-1 system. Neurocomputing 501 (2022)
Matthias Jobst, Johannes Partzsch, Chen Liu, Liyuan Guo, Dennis Walter, Saif-Ur Rehman, Stefan Scholze, Sebastian Höppner, Christian Mayr
ZEN: A flexible energy-efficient hardware classifier exploiting temporal sparsity in ECG data. AICAS (2022)
Tim Langer, Bernd Waschneck, Johannes Partzsch, Florian Kelber, Christian Mayr
Hardware-Efficient Ultrasonic Entrance Counting: Comparing Different Machine Learning Approaches. ICPR (2022)
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
The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing. CoRR (2021)
Seyed Mohammad Ali Zeinolabedin, Johannes Partzsch, Christian Mayr
Analyzing ARM CoreSight ETMv4.x Data Trace Stream with a Real-time Hardware Accelerator. DATE (2021)
Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr
Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic control. Neuromorph. Comput. Eng. 1 (1) (2021)
Seyed Mohammad Ali Zeinolabedin, Johannes Partzsch, Christian Mayr
Real-time Hardware Implementation of ARM CoreSight Trace Decoder. IEEE Des. Test 38 (1) (2021)
Vasilis N. Thanasoulis, Bernhard Vogginger, Johannes Partzsch, Christian Mayr
Delay-Based Neural Computation: Pulse Routing Architecture and Benchmark Application in FPGA. ICECS (2021)
Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr
Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi. CoRR (2020)
Johannes Partzsch, Christian Mayr, Massimiliano Giulioni, Marko Noack, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Paolo Del Giudice, René Schüffny
Mean Field Approach for Configuring Population Dynamics on a Biohybrid Neuromorphic System. J. Signal Process. Syst. 92 (11) (2020)
Florian Kelber, Binyi Wu, Bernhard Vogginger, Johannes Partzsch, Chen Liu, Marco Stolba, Christian Mayr
Mapping Deep Neural Networks on SpiNNaker2. NICE (2020)
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
The Operating System of the Neuromorphic BrainScaleS-1 System. CoRR (2020)
Matthias Jobst, Chen Liu, Johannes Partzsch, Yexin Yan, David Kappel, Hector A. Gonzalez, Yue Ji, Bernhard Vogginger, Christian Mayr
Event-based Neural Network for ECG Classification with Delta Encoding and Early Stopping. EBCCSP (2020)
Yexin Yan, David Kappel, Felix Neumärker, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve B. Furber, Wolfgang Maass, Robert Legenstein, Christian Mayr
Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. IEEE Trans. Biomed. Circuits Syst. 13 (3) (2019)
Johannes Partzsch, Christian Mayr, Massimiliano Giulioni, Marko Noack, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Paolo Del Giudice, René Schüffny
Mean Field Approach for Configuring Population Dynamics on a Biohybrid Neuromorphic System. CoRR (2019)
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
Dynamic Power Management for Neuromorphic Many-Core Systems. CoRR (2019)
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
Dynamic Power Management for Neuromorphic Many-Core Systems. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2019)
Yexin Yan, David Kappel, Felix Neumärker, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve B. Furber, Wolfgang Maass, Robert Legenstein, Christian Mayr
Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. CoRR (2019)
Heiner Bauer, Sebastian Höppner, Johannes Partzsch, Dennis Walter, Christian Mayr, Florian Schraut, Holger Eisenreich
Exploration of FPGA architectures for tight coupled accelerators in a 22nm FDSOI technology. NORCAS (2017)
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
Dynamic voltage and frequency scaling for neuromorphic many-core systems. ISCAS (2017)
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
Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systems. ISCAS (2017)
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
Pattern representation and recognition with accelerated analog neuromorphic systems. CoRR (2017)
Johannes Partzsch, Sebastian Höppner, Matthias Eberlein, René Schüffny, Christian Mayr, David R. Lester, Steve B. Furber
A fixed point exponential function accelerator for a neuromorphic many-core system. ISCAS (2017)
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
Pattern representation and recognition with accelerated analog neuromorphic systems. ISCAS (2017)
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
Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system. IJCNN (2017)
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
Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System. CoRR (2017)
Sebastian Höppner, Johannes Partzsch, Johannes Neumann, René Schüffny, Christian Mayr
A Calibration Technique for Bang-Bang ADPLLs Using Jitter Distribution Monitoring. IEEE Trans. Very Large Scale Integr. Syst. 24 (12) (2016)
Christian Mayr, Johannes Partzsch, Marko Noack, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Georg Ellguth, René Schüffny
A Biological-Realtime Neuromorphic System in 28 nm CMOS Using Low-Leakage Switched Capacitor Circuits. IEEE Trans. Biomed. Circuits Syst. 10 (1) (2016)
Christian Mayr, Johannes Partzsch, Marko Noack, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Georg Ellguth, René Schüffny
A Biological-Realtime Neuromorphic System in 28 nm CMOS using Low-Leakage Switched Capacitor Circuits. CoRR (2014)
Vasilis N. Thanasoulis, Johannes Partzsch, Bernhard Vogginger, René Schüffny
Configurable pulse routing architecture for accelerated multi-node neuromorphic systems. ICECS (2014)
Vasilis N. Thanasoulis, Bernhard Vogginger, Johannes Partzsch, René Schüffny
A pulse communication flow ready for accelerated neuromorphic experiments. ISCAS (2014)
Christian Mayr, Michael Schultz, Marko Noack, Stephan Henker, Johannes Partzsch, René Schüffny
OTA based 200 GΩ resistance on 700 μm2 in 180 nm CMOS for neuromorphic applications. CoRR (2014)
Marko Noack, Johannes Partzsch, Christian Mayr, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Georg Ellguth, René Schüffny
Switched-Capacitor Realization of Presynaptic Short-Term-Plasticity and Stop-Learning Synapses in 28 nm CMOS. CoRR (2014)
Marko Noack, Markus Krause, Christian Mayr, Johannes Partzsch, René Schüffny
VLSI implementation of a conductance-based multi-synapse using switched-capacitor circuits. ISCAS (2014)
Alexander D. Rast, Johannes Partzsch, Christian Mayr, Johannes Schemmel, Stefan Hartmann, Luis A. Plana, Steve Temple, David R. Lester, René Schüffny, Steve B. Furber
A location-independent direct link neuromorphic interface. IJCNN (2013)
Johannes Partzsch, Christian Mayr, Bernhard Vogginger, René Schüffny, Alexander D. Rast, Luis A. Plana, Steve B. Furber
Live demonstration: Ethernet communication linking two large-scale neuromorphic systems. ECCTD (2013)
Christian Mayr, Johannes Partzsch, Marko Noack, René Schüffny
Live demonstration: Multiple-timescale plasticity in a neuromorphic system. ISCAS (2013)
Christian Mayr, Paul Stärke, Johannes Partzsch, René Schüffny, Love Cederstroem, Yao Shuai, Nan Du, Heidemarie Schmidt
Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation. NIPS (2012)
Stephan Henker, Johannes Partzsch, René Schüffny
Accuracy evaluation of numerical methods used in state-of-the-art simulators for spiking neural networks. J. Comput. Neurosci. 32 (2) (2012)
Vasilis N. Thanasoulis, Johannes Partzsch, Stephan Hartmann, Christian Mayr, René Schüffny
Dedicated FPGA communication architecture and design for a large-scale neuromorphic system. ICECS (2012)
Johannes Partzsch, René Schüffny
Developing structural constraints on connectivity for biologically embedded neural networks. Biol. Cybern. 106 (3) (2012)
Vasilis N. Thanasoulis, Johannes Partzsch, Bernhard Vogginger, Christian Mayr, René Schüffny
Long-term pulse stimulation and recording in an accelerated neuromorphic system. ICECS (2012)
Stefan Scholze, Holger Eisenreich, Sebastian Höppner, Georg Ellguth, Stephan Henker, Mario Ander, Stefan Hänzsche, Johannes Partzsch, Christian Mayr, René Schüffny
A 32 GBit/s communication SoC for a waferscale neuromorphic system. Integr. 45 (1) (2012)
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
Live demonstration: A scaled-down version of the BrainScaleS wafer-scale neuromorphic system. ISCAS (2012)
Marko Noack, Christian Mayr, Johannes Partzsch, René Schüffny
Synapse dynamics in CMOS derived from a model of neurotransmitter release. ECCTD (2011)
Johannes Partzsch, René Schüffny
Analyzing the Scaling of Connectivity in Neuromorphic Hardware and in Models of Neural Networks. IEEE Trans. Neural Networks 22 (6) (2011)
Stefan Schiefer, Stephan Hartmann, Stefan Scholze, Johannes Partzsch, Christian Mayr, Stephan Henker, René Schüffny
Live demonstration: Packet-based AER with 3Gevent/s cumulative throughput. ISCAS (2011)
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 Mueller, Johannes Partzsch, Stefan Scholze, Lukas Zühl, Christian Mayr, Alain Destexhe, Markus Diesmann, Tobias C. Potjans, Anders Lansner, René Schüffny, Johannes Schemmel, Karlheinz Meier
A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems. Biol. Cybern. 104 (4-5) (2011)
Christian Mayr, Johannes Partzsch, René Schüffny
A critique of BCM behavior verification for STDP-type plasticity models. ESANN (2010)
Christian Mayr, Marko Noack, Johannes Partzsch, René Schüffny
Replicating experimental spike and rate based neural learning in CMOS. ISCAS (2010)
Stephan Hartmann, Stefan Schiefer, Stefan Scholze, Johannes Partzsch, Christian Mayr, Stephan Henker, René Schüffny
Highly integrated packet-based AER communication infrastructure with 3Gevent/S throughput. ICECS (2010)
Christian Mayr, Johannes Partzsch, René Schüffny
On the Relation between Bursts and Dynamic Synapse Properties: A Modulation-Based Ansatz. Comput. Intell. Neurosci. 2009 (2009)
Johannes Partzsch, René Schüffny
On the routing complexity of neural network models - Rent's Rule revisited. ESANN (2009)
Christian Mayr, Johannes Partzsch, René Schüffny
Transient responses of activity-dependent synapses to modulated pulse trains. Neurocomputing 73 (1-3) (2009)
Johannes Partzsch, Christian Mayr, René Schüffny
BCM and Membrane Potential: Alternative Ways to Timing Dependent Plasticity. ICONIP (1) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Johannes Partzsch