Sebastian Siegel

26 papers A 1C 1Misc 1Journal 12Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analog in-memory computing attention mechanism for fast and energy-efficient large language models.
Nat. Comput. Sci.
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
2025 C conf
IMSSA: Deploying modern state-space models on memristive in-memory compute hardware.
ISCAS
Sebastian Siegel, Ming-Jay Yang, John Paul Strachan
2025 J jnl
QS4D: Quantization-aware training for efficient hardware deployment of structured state-space sequential models.
CoRR
Sebastian Siegel, Ming-Jay Yang, Younes Bouhadjar, Maxime Fabre, Emre Neftci, John Paul Strachan
2025 J jnl
Real-time raw signal genomic analysis using fully integrated memristor hardware.
CoRR
Peiyi He, Shengbo Wang, Ruibin Mao, Sebastian Siegel, Giacomo Pedretti, Jim Ignowski, John Paul Strachan, Ruibang Luo, Can Li
2025 J jnl
Real-time raw signal genomic analysis using fully integrated memristor hardware.
Nat. Comput. Sci.
Peiyi He, Shengbo Wang, Ruibin Mao, Mingrui Jiang, Sebastian Siegel, Giacomo Pedretti, Jim Ignowski, John Paul Strachan, Ruibang Luo, Can Li
2024 J jnl
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models.
CoRR
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
2024 J jnl
IMSSA: Deploying modern state-space models on memristive in-memory compute hardware.
CoRR
Sebastian Siegel, Ming-Jay Yang, John Paul Strachan
2024 J jnl
Synaptogen: A cross-domain generative device model for large-scale neuromorphic circuit design.
CoRR
Tyler Hennen, Leon Brackmann, Tobias Ziegler, Sebastian Siegel, Stephan Menzel, Rainer Waser, Dirk J. Wouters, Daniel Bedau
2024 — conf
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming.
AICAS
Zhenming Yu, Ming-Jay Yang, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
2024 J jnl
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming.
CoRR
Zhenming Yu, Ming-Jay Yang, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
2023 — conf
Demonstration of neuromorphic sequence learning on a memristive array.
NICE
Sebastian Siegel, Tobias Ziegler, Younes Bouhadjar, Tom Tetzlaff, Rainer Waser, Regina Dittmann, Dirk J. Wouters
2023 J jnl
Sequence learning in a spiking neuronal network with memristive synapses.
Neuromorph. Comput. Eng.
Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff, Markus Diesmann, Rainer Waser, Dirk J. Wouters
2023 J jnl
System model of neuromorphic sequence learning on a memristive crossbar array.
Neuromorph. Comput. Eng.
Sebastian Siegel, Younes Bouhadjar, Tom Tetzlaff, Rainer Waser, Regina Dittmann, Dirk J. Wouters
2023 Misc conf
Work-in-Progress: A Universal Instrumentation Platform for Non-Volatile Memories.
CODES+ISSS
Felix Staudigl, Mohammed Hossein, Tobias Ziegler, Hazem Al Indari, Rebecca Pelke, Sebastian Siegel, Dirk J. Wouters, Dominik Sisejkovic, Jan Moritz Joseph, Rainer Leupers
2023 J jnl
Work-in-Progress: A Universal Instrumentation Platform for Non-Volatile Memories.
CoRR
Felix Staudigl, Mohammed Hossein, Tobias Ziegler, Hazem Al Indari, Rebecca Pelke, Sebastian Siegel, Dirk J. Wouters, Dominik Sisejkovic, Jan Moritz Joseph, Rainer Leupers
2022 J jnl
Sequence learning in a spiking neuronal network with memristive synapses.
CoRR
Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff, Markus Diesmann, Rainer Waser, Dirk J. Wouters
2007 — —
Abbildungsverfahren zur effizienten Implementierung rechenintensiver Algorithmen auf Prozessorarrays.
Sebastian Siegel
2007 — conf
Massively Parallel Processor Architectures: A Co-design Approach.
ReCoSoC
Hritam Dutta, Frank Hannig, Alexey Kupriyanov, Dmitrij Kissler, Jürgen Teich, Rainer Schaffer, Sebastian Siegel, Renate Merker, Bernard Pottier
2006 — conf
Efficient Realization of Data Dependencies in Algorithm Partitioning Under Resource Constraints.
Euro-Par
Sebastian Siegel, Renate Merker
2006 — conf
Efficient Realization of the Edge Detection Algorithm on a Processor Array with Parallelism on Two Levels.
PARELEC
Sebastian Siegel, Rainer Schaffer, Renate Merker
2006 — conf
Minimum Cost for Channels and Registers in Processor Arrays by Avoiding Redundancy.
ASAP
Sebastian Siegel, Renate Merker
2005 — conf
Co-Design of Massively Parallel Embedded Processor Architectures.
ReCoSoC
Frank Hannig, Hritam Dutta, Alexey Kupriyanov, Jürgen Teich, Rainer Schaffer, Sebastian Siegel, Renate Merker, Ronan Keryell, Bernard Pottier, Daniel Chillet, Daniel Ménard, Olivier Sentieys
2005 A conf
Optimization of Reconfiguration Overhead by Algorithmic Transformations and Hardware Matching.
IPDPS
Markus Rullmann, Sebastian Siegel, Renate Merker
2004 — conf
A Parallel Hardware-Software System for Signal Processing Algorithms.
PARELEC
Mathias Kortke, Jan Müller, Rainer Schaffer, Sebastian Siegel, Renate Merker, Jürgen Kelber
2004 — conf
Algorithm Partitioning including Optimized Data-Reuse for Processor Arrays.
PARELEC
Sebastian Siegel, Renate Merker
2004 — conf
Optimized Data-Reuse in Processor Arrays.
ASAP
Sebastian Siegel, Renate Merker