BCM and Membrane Potential: Alternative Ways to Timing Dependent Plasticity. - Johannes Partzsch; Christian Mayr 001; René Schüffny (ICONIP (1), 2008)

On the routing complexity of neural network models - Rent's Rule revisited. - Johannes Partzsch; René Schüffny (ESANN, 2009)

On the Relation between Bursts and Dynamic Synapse Properties: A Modulation-Based Ansatz. - Christian Mayr 001; Johannes Partzsch; René Schüffny (Comput. Intell. Neurosci., 2009)

Transient responses of activity-dependent synapses to modulated pulse trains. - Christian Mayr 001; Johannes Partzsch; René Schüffny (Neurocomputing, 2009)

A critique of BCM behavior verification for STDP-type plasticity models. - Christian Mayr 001; Johannes Partzsch; René Schüffny (ESANN, 2010)

Highly integrated packet-based AER communication infrastructure with 3Gevent/S throughput. - Stephan Hartmann 002; Stefan Schiefer; Stefan Scholze; Johannes Partzsch; Christian Mayr 001; Stephan Henker; René Schüffny (ICECS, 2010)

Replicating experimental spike and rate based neural learning in CMOS. - Christian Mayr 001; Marko Noack; Johannes Partzsch; René Schüffny (ISCAS, 2010)

Synapse dynamics in CMOS derived from a model of neurotransmitter release. - Marko Noack; Christian Mayr 001; Johannes Partzsch; René Schüffny (ECCTD, 2011)

Live demonstration: Packet-based AER with 3Gevent/s cumulative throughput. - Stefan Schiefer; Stephan Hartmann 002; Stefan Scholze; Johannes Partzsch; Christian Mayr 001; Stephan Henker; René Schüffny (ISCAS, 2011)

A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems. - Daniel Brüderle; Mihai A. Petrovici; Bernhard Vogginger; Matthias Ehrlich; Thomas Pfeil; Sebastian Millner; Andreas Grübl; Karsten Wendt; Eric Müller 001; Marc-Olivier Schwartz; Dan Husmann de Oliveira; Sebastian Jeltsch; et al. (Biol. Cybern., 2011)

Analyzing the Scaling of Connectivity in Neuromorphic Hardware and in Models of Neural Networks. - Johannes Partzsch; René Schüffny (IEEE Trans. Neural Networks, 2011)

Dedicated FPGA communication architecture and design for a large-scale neuromorphic system. - Vasilis N. Thanasoulis; Johannes Partzsch; Stephan Hartmann 002; Christian Mayr 001; René Schüffny (ICECS, 2012)

Long-term pulse stimulation and recording in an accelerated neuromorphic system. - Vasilis N. Thanasoulis; Johannes Partzsch; Bernhard Vogginger; Christian Mayr 001; René Schüffny (ICECS, 2012)

Live demonstration: A scaled-down version of the BrainScaleS wafer-scale neuromorphic system. - Johannes Schemmel; Andreas Grübl; Stephan Hartmann 002; Alexander Kononov; Christian Mayr 001; Karlheinz Meier; Sebastian Millner; Johannes Partzsch; Stefan Schiefer; Stefan Scholze; René Schüffny; Marc-Olivier Schwartz (ISCAS, 2012)

Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation. - Christian Mayr 001; Paul Stärke; Johannes Partzsch; René Schüffny; Love Cederstroem; Yao Shuai; Nan Du 004; Heidemarie Schmidt (NIPS, 2012)

Developing structural constraints on connectivity for biologically embedded neural networks. - Johannes Partzsch; René Schüffny (Biol. Cybern., 2012)

A 32 GBit/s communication SoC for a waferscale neuromorphic system. - Stefan Scholze; Holger Eisenreich; Sebastian Höppner; Georg Ellguth; Stephan Henker; Mario Ander; Stefan Hänzsche; Johannes Partzsch; Christian Mayr 001; René Schüffny (Integr., 2012)

Accuracy evaluation of numerical methods used in state-of-the-art simulators for spiking neural networks. - Stephan Henker; Johannes Partzsch; René Schüffny (J. Comput. Neurosci., 2012)

Live demonstration: Ethernet communication linking two large-scale neuromorphic systems. - Johannes Partzsch; Christian Mayr 001; Bernhard Vogginger; René Schüffny; Alexander D. Rast; Luis A. Plana; Steve B. Furber (ECCTD, 2013)

A location-independent direct link neuromorphic interface. - Alexander D. Rast; Johannes Partzsch; Christian Mayr 001; Johannes Schemmel; Stefan Hartmann; Luis A. Plana; Steve Temple; David R. Lester; René Schüffny; Steve B. Furber (IJCNN, 2013)

Live demonstration: Multiple-timescale plasticity in a neuromorphic system. - Christian Mayr 001; Johannes Partzsch; Marko Noack; René Schüffny (ISCAS, 2013)

Configurable pulse routing architecture for accelerated multi-node neuromorphic systems. - Vasilis N. Thanasoulis; Johannes Partzsch; Bernhard Vogginger; René Schüffny (ICECS, 2014)

VLSI implementation of a conductance-based multi-synapse using switched-capacitor circuits. - Marko Noack; Markus Krause; Christian Mayr 001; Johannes Partzsch; René Schüffny (ISCAS, 2014)

A pulse communication flow ready for accelerated neuromorphic experiments. - Vasilis N. Thanasoulis; Bernhard Vogginger; Johannes Partzsch; René Schüffny (ISCAS, 2014)

OTA based 200 GΩ resistance on 700 μm2 in 180 nm CMOS for neuromorphic applications. - Christian Mayr 001; Michael Schultz; Marko Noack; Stephan Henker; Johannes Partzsch; René Schüffny (CoRR, 2014)

Switched-Capacitor Realization of Presynaptic Short-Term-Plasticity and Stop-Learning Synapses in 28 nm CMOS. - Marko Noack; Johannes Partzsch; Christian Mayr 001; Stefan Hänzsche; Stefan Scholze; Sebastian Höppner; Georg Ellguth; René Schüffny (CoRR, 2014)

Analyse- und Entwurfsmethoden für Verbindungsarchitekturen neuromorpher Systeme. - Johannes Partzsch (TUDpress, 2014)

A Biological-Realtime Neuromorphic System in 28 nm CMOS Using Low-Leakage Switched Capacitor Circuits. - Christian Mayr 001; Johannes Partzsch; Marko Noack; Stefan Hänzsche; Stefan Scholze; Sebastian Höppner; Georg Ellguth; René Schüffny (IEEE Trans. Biomed. Circuits Syst., 2016)

A Calibration Technique for Bang-Bang ADPLLs Using Jitter Distribution Monitoring. - Sebastian Höppner; Johannes Partzsch; Johannes Neumann; René Schüffny; Christian Mayr 001 (IEEE Trans. Very Large Scale Integr. Syst., 2016)

Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system. - Sebastian Schmitt; Johann Klähn; Guillaume Bellec; Andreas Grübl; Maurice Güttler; Andreas Hartel; Stephan Hartmann 002; Dan Husmann de Oliveira; Kai Husmann; Sebastian Jeltsch; Vitali Karasenko; Mitja Kleider; et al. (IJCNN, 2017)

Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systems. - Sebastian Höppner; Yexin Yan; Bernhard Vogginger; Andreas Dixius; Johannes Partzsch; Prateek Joshi; Felix Neumärker; Stephan Hartmann 002; Stefan Schiefer; Stefan Scholze; Georg Ellguth; Love Cederstroem; et al. (ISCAS, 2017)

Dynamic voltage and frequency scaling for neuromorphic many-core systems. - Sebastian Höppner; Yexin Yan; Bernhard Vogginger; Andreas Dixius; Johannes Partzsch; Felix Neumärker; Stephan Hartmann 002; Stefan Schiefer; Stefan Scholze; Georg Ellguth; Love Cederstroem; Matthias Eberlein; et al. (ISCAS, 2017)

A fixed point exponential function accelerator for a neuromorphic many-core system. - Johannes Partzsch; Sebastian Höppner; Matthias Eberlein; René Schüffny; Christian Mayr 001; David R. Lester; Steve B. Furber (ISCAS, 2017)

Pattern representation and recognition with accelerated analog neuromorphic systems. - 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; et al. (ISCAS, 2017)

Exploration of FPGA architectures for tight coupled accelerators in a 22nm FDSOI technology. - Heiner Bauer; Sebastian Höppner; Johannes Partzsch; Dennis Walter; Christian Mayr 001; Florian Schraut; Holger Eisenreich (NORCAS, 2017)

Pattern representation and recognition with accelerated analog neuromorphic systems. - 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; et al. (CoRR, 2017)

Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System. - Sebastian Schmitt; Johann Klaehn; Guillaume Bellec; Andreas Grübl; Maurice Guettler; Andreas Hartel; Stephan Hartmann 002; Dan Husmann de Oliveira; Kai Husmann; Vitali Karasenko; Mitja Kleider; Christoph Koke; et al. (CoRR, 2017)

Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. - Yexin Yan; David Kappel; Felix Neumärker; Johannes Partzsch; Bernhard Vogginger; Sebastian Höppner; Steve B. Furber; Wolfgang Maass 001; Robert Legenstein; Christian Mayr 001 (IEEE Trans. Biomed. Circuits Syst., 2019)

Dynamic Power Management for Neuromorphic Many-Core Systems. - Sebastian Höppner; Bernhard Vogginger; Yexin Yan; Andreas Dixius; Stefan Scholze; Johannes Partzsch; Felix Neumärker; Stephan Hartmann 002; Stefan Schiefer; Georg Ellguth; Love Cederstroem; Luis A. Plana; et al. (IEEE Trans. Circuits Syst. I Regul. Pap., 2019)

Event-based Neural Network for ECG Classification with Delta Encoding and Early Stopping. - Matthias Jobst; Chen Liu 031; Johannes Partzsch; Yexin Yan; David Kappel; Hector A. Gonzalez; Yue Ji; Bernhard Vogginger; Christian Mayr 001 (EBCCSP, 2020)

Mapping Deep Neural Networks on SpiNNaker2. - Florian Kelber; Binyi Wu; Bernhard Vogginger; Johannes Partzsch; Chen Liu 031; Marco Stolba; Christian Mayr 001 (NICE, 2020)

Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi. - Yexin Yan; Terrence C. Stewart; Xuan Choo; Bernhard Vogginger; Johannes Partzsch; Sebastian Höppner; Florian Kelber; Chris Eliasmith; Steve B. Furber; Christian Mayr 001 (CoRR, 2020)

Mean Field Approach for Configuring Population Dynamics on a Biohybrid Neuromorphic System. - Johannes Partzsch; Christian Mayr 001; Massimiliano Giulioni; Marko Noack; Stefan Hänzsche; Stefan Scholze; Sebastian Höppner; Paolo Del Giudice; René Schüffny (J. Signal Process. Syst., 2020)

Analyzing ARM CoreSight ETMv4.x Data Trace Stream with a Real-time Hardware Accelerator. - Seyed Mohammad Ali Zeinolabedin; Johannes Partzsch; Christian Mayr 001 (DATE, 2021)

Delay-Based Neural Computation: Pulse Routing Architecture and Benchmark Application in FPGA. - Vasilis N. Thanasoulis; Bernhard Vogginger; Johannes Partzsch; Christian Mayr 001 (ICECS, 2021)

The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing. - Sebastian Höppner; Yexin Yan; Andreas Dixius; Stefan Scholze; Johannes Partzsch; Marco Stolba; Florian Kelber; Bernhard Vogginger; Felix Neumärker; Georg Ellguth; Stephan Hartmann 002; Stefan Schiefer; et al. (CoRR, 2021)

Real-time Hardware Implementation of ARM CoreSight Trace Decoder. - Seyed Mohammad Ali Zeinolabedin; Johannes Partzsch; Christian Mayr 001 (IEEE Des. Test, 2021)

Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic control. - Yexin Yan; Terrence C. Stewart; Xuan Choo; Bernhard Vogginger; Johannes Partzsch; Sebastian Höppner; Florian Kelber; Chris Eliasmith; Steve B. Furber; Christian Mayr 001 (Neuromorph. Comput. Eng., 2021)

ZEN: A flexible energy-efficient hardware classifier exploiting temporal sparsity in ECG data. - Matthias Jobst; Johannes Partzsch; Chen Liu 031; Liyuan Guo; Dennis Walter; Saif-Ur Rehman; Stefan Scholze; Sebastian Höppner; Christian Mayr 001 (AICAS, 2022)

The Scale4Edge RISC-V Ecosystem. - Wolfgang Ecker; Peer Adelt; Wolfgang Müller 003; Reinhold Heckmann; Milos Krstic; Vladimir Herdt; Rolf Drechsler; Gerhard Angst; Ralf Wimmer 001; Andreas Mauderer; Rafael Stahl; Karsten Emrich; et al. (DATE, 2022)

Hardware-Efficient Ultrasonic Entrance Counting: Comparing Different Machine Learning Approaches. - Tim Langer; Bernd Waschneck; Johannes Partzsch; Florian Kelber; Christian Mayr 001 (ICPR, 2022)

The operating system of the neuromorphic BrainScaleS-1 system. - Eric Müller 001; Sebastian Schmitt; Christian Mauch; Sebastian Billaudelle; Andreas Grübl; Maurice Güttler; Dan Husmann; Joscha Ilmberger; Sebastian Jeltsch; Jakob Kaiser; Johann Klähn; Mitja Kleider; et al. (Neurocomputing, 2022)

A Low-Power Hardware Accelerator of MFCC Extraction for Keyword Spotting in 22nm FDSOI. - Liyuan Guo; Matthias Jobst; Johannes Partzsch; Stefan Scholze; Andreas Dixius; Matthias Lohrmann; Seyed Mohammad Ali Zeinolabedin; Christian Mayr 001 (AICAS, 2023)

Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM. - Chen Liu 031; Matthias Jobst; Liyuan Guo; Xinyue Shi; Johannes Partzsch; Christian Mayr 001 (CODAI, 2023)

Performance models and energy-optimal scheduling of DNNs on many-core hardware with dynamic power management. - Bernhard Vogginger; Florian Kelber; Shambhavi Balamuthu Sampath; Johannes Partzsch; Christian Mayr 001 (CODAI, 2023)

A 16-channel Real-time Adaptive Neural Signal Compression Engine in 22nm FDSOI. - Liyuan Guo; Seyed Mohammad Ali Zeinolabedin; Franz Marcus Schüffny; Annika Weiße; Stefan Scholze; Richard George 001; Johannes Partzsch; Christian Mayr 001 (NEWCAS, 2023)

Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate Representation. - Sirine Arfa; Bernhard Vogginger; Chen Liu 031; Johannes Partzsch; Mark Schöne; Christian Mayr 001 (NICE, 2025)