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Stefan Scholze
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2020 – today
- 2023
- [c24]Liyuan Guo, Matthias Jobst
, Johannes Partzsch
A Low-Power Hardware Accelerator of MFCC Extraction for Keyword Spotting in 22nm FDSOI. AICAS 2023: 1-5 - [c23]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
A 12-ADC 25-Core Smart MPSoC Using ABB in 22FDX for 77GHz MIMO Radars at 52.6mW Average Power. CICC 2023: 1-2 - [c22]Heiner Bauer, Marco Stolba, Stefan Scholze, Dennis Walter, Christian Mayr, Alexander Oefelein, Sebastian Höppner, André Scharfe, Florian Schraut, Holger Eisenreich:
A RISC-V MCU with adaptive reverse body bias and ultra-low-power retention mode in 22 nm FD-SOI. ISOCC 2023: 67-68 - [c21]Liyuan Guo, Seyed Mohammad Ali Zeinolabedin, Franz Marcus Schüffny, Annika Weiße, Stefan Scholze, Richard George, Johannes Partzsch
A 16-channel Real-time Adaptive Neural Signal Compression Engine in 22nm FDSOI. NEWCAS 2023: 1-5 - [c20]Franz Marcus Schüffny, Stefan Hänzsche, Stephan Henker, Seyed Mohammad Ali Zeinolabedin, Stefan Scholze, Sebastian Höppner, Richard Miru George, Christian Mayr:
A 3.3V Saturation-Aware Neurostimulator with Reset Functionality in 22 nm FDSOI. NEWCAS 2023: 1-5 - [i8]Heiner Bauer, Marco Stolba, Stefan Scholze, Dennis Walter, Christian Mayr, Alexander Oefelein, Sebastian Höppner, André Scharfe, Florian Schraut, Holger Eisenreich:
A RISC-V MCU with adaptive reverse body bias and ultra-low-power retention mode in 22 nm FD-SOI. CoRR abs/2310.09094 (2023) - 2022
- [j8]Seyed Mohammad Ali Zeinolabedin
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. 16(1): 94-107 (2022) - [c19]Matthias Jobst
ZEN: A flexible energy-efficient hardware classifier exploiting temporal sparsity in ECG data. AICAS 2022: 214-217 - [c18]Mattis Hasler, Sebastian Haas, Robert Wittig, Stefan Scholze, Andreas Dixius, Sebastian Höppner, Gerhard P. Fettweis, Christian Mayr:
A Random Linear Network Coding Platform MPSoC Designed in 22nm FDSOI. ISVLSI 2022: 217-222 - [c17]Franz Marcus Schüffny, Stefan Hänzsche, Marc Berthel, Seyed Mohammad Ali Zeinolabedin
A Single Battery Supply Power Concept for a Neuro Recording and Flexible Processing Chain in 22 nm. NorCAS 2022: 1-5 - 2021
- [c16]Hector A. Gonzalez
Ultra-High Compression of Twiddle Factor ROMs in Multi-Core DSP for FMCW Radars. ISCAS 2021: 1-5 - [i7]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 abs/2103.08392 (2021) - 2020
- [j7]Sebastian Höppner
Adaptive Body Bias Aware Implementation for Ultra-Low-Voltage Designs in 22FDX Technology. IEEE Trans. Circuits Syst. II Express Briefs 67-II(10): 2159-2163 (2020) - [j6]Johannes Partzsch
Mean Field Approach for Configuring Population Dynamics on a Biohybrid Neuromorphic System. J. Signal Process. Syst. 92(11): 1303-1321 (2020)
2010 – 2019
- 2019
- [j5]Sebastian Höppner, Bernhard Vogginger
Dynamic Power Management for Neuromorphic Many-Core Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(8): 2973-2986 (2019) - [c15]Florian Protze, Martin Kreißig, Frank Ellinger, Sebastian Höppner, Stephan Hartmann, Stefan Hänzsche, Stefan Scholze, Georg Ellguth, Christian Mayr:
Performance Analysis of a Comparator Based Mixed-Signal Control Loop in 28 nm CMOS. VLSI-SoC 2019: 155-158 - [i6]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 abs/1903.08941 (2019) - [i5]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 abs/1904.10389 (2019) - 2018
- [c14]Mantas Mikaitis
Approximate Fixed-Point Elementary Function Accelerator for the SpiNNaker-2 Neuromorphic Chip. ARITH 2018: 37-44 - 2017
- [j4]Sebastian Haas, Stefan Scholze, Sebastian Höppner, Annett Ungethüm, Christian Mayr, René Schüffny, Wolfgang Lehner
Application-specific architectures for energy-efficient database query processing and optimization. Microprocess. Microsystems 55: 119-130 (2017) - [c13]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:
A Heterogeneous SDR MPSoC in 28 nm CMOS for Low-Latency Wireless Applications. DAC 2017: 47:1-47:6 - [c12]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
Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system. IJCNN 2017: 2227-2234 - [c11]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: 1 - [c10]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: 1-4 - [c9]Mihai A. Petrovici
Pattern representation and recognition with accelerated analog neuromorphic systems. ISCAS 2017: 1-4 - [i4]Sebastian Schmitt
Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System. CoRR abs/1703.01909 (2017) - [i3]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
Pattern representation and recognition with accelerated analog neuromorphic systems. CoRR abs/1703.06043 (2017) - 2016
- [j3]Christian Mayr, Johannes Partzsch
A Biological-Realtime Neuromorphic System in 28 nm CMOS Using Low-Leakage Switched Capacitor Circuits. IEEE Trans. Biomed. Circuits Syst. 10(1): 243-254 (2016) - [c8]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:
An MPSoC for energy-efficient database query processing. DAC 2016: 112:1-112:6 - [c7]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
A database accelerator for energy-efficient query processing and optimization. NORCAS 2016: 1-5 - 2015
- [c6]Sebastian Höppner, Stefan Hänzsche, Stefan Scholze, René Schüffny:
An all-digital PWM generator with 62.5ps resolution in 28nm CMOS technology. ISCAS 2015: 1738-1741 - 2014
- [c5]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:
10.7 A 105GOPS 36mm2 heterogeneous SDR MPSoC with energy-aware dynamic scheduling and iterative detection-decoding for 4G in 65nm CMOS. ISSCC 2014: 188-189 - [i2]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 abs/1412.3233 (2014) - [i1]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 abs/1412.3243 (2014) - 2012
- [j2]Stefan Scholze, Holger Eisenreich, Sebastian Höppner, Georg Ellguth, Stephan Henker, Mario Ander, Stefan Hänzsche, Johannes Partzsch
A 32 GBit/s communication SoC for a waferscale neuromorphic system. Integr. 45(1): 61-75 (2012) - [c4]Johannes Schemmel
Live demonstration: A scaled-down version of the BrainScaleS wafer-scale neuromorphic system. ISCAS 2012: 702 - [c3]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:
A 335Mb/s 3.9mm2 65nm CMOS flexible MIMO detection-decoding engine achieving 4G wireless data rates. ISSCC 2012: 216-218 - 2011
- [j1]Daniel Brüderle, Mihai A. Petrovici
A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems. Biol. Cybern. 104(4-5): 263-296 (2011) - [c2]Stefan Schiefer, Stephan Hartmann, Stefan Scholze, Johannes Partzsch
Live demonstration: Packet-based AER with 3Gevent/s cumulative throughput. ISCAS 2011: 1988 - 2010
- [c1]Stephan Hartmann, Stefan Schiefer, Stefan Scholze, Johannes Partzsch
Highly integrated packet-based AER communication infrastructure with 3Gevent/S throughput. ICECS 2010: 950-953
Coauthor Index
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