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Sebastian Siegel

forschungszentrum jülich gmbh

6H-index
32Paper Count
143Citation Count
Published Papers 8
Publication Date
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A Flexible and Energy-Efficient Compute-in-Memory Accelerator for Kolmogorov–Arnold Networks
errAdvanced Intelligent Systems
IF6.1
err2026-03-01
err0
errOAAI
errChirag Sudarshan; Oliver Artner; Paul-Philipp Manea; Sebastian Siegel; Susanne Hoffmann-Eifert; Regina Dittmann; John Paul Strachan
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Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators
errIEEE Journal on Emerging and Selected Topics in Circuits and Systems
IF3.8
err2026-02-06
err0
errOAAI
errJan Finkbeiner; Sebastian Siegel; Chirag Sudarshan; Yuankang Zhao; John Paul Strachan; Emre Neftci
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QS4D: Quantization-Aware Training for Efficient Hardware Deployment of Structured State-Space Sequential Models
errAdvanced Intelligent Systems
IF6.1
err2026-01-27
err0
errOAAI
errSebastian Siegel; Ming-Jay Yang; Younes Bouhadjar; Maxime Fabre; Emre Neftci; John Paul Strachan
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Real-time raw signal genomic analysis using fully integrated memristor hardware
errNature Computational Science
IF18.3
err2025-09-12
err0
errOAAI
errPeiyi He; Shengbo Wang; Ruibin Mao; Mingrui Jiang; Sebastian Siegel; Giacomo Pedretti; Jim Ignowski; John Paul Strachan; Ruibang Luo; Can Li
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Analog in-memory computing attention mechanism for fast and energy-efficient large language models
errNature Computational Science
IF18.3
err2025-09-08
err0
errOAAI
errNathan Leroux; Paul-Philipp Manea; Chirag Sudarshan; Jan Finkbeiner; Sebastian Siegel; John Paul Strachan; Emre Neftci
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System model of neuromorphic sequence learning on a memristive crossbar array
errNEUROMORPHIC COMPUTING AND ENGINEERING
IF6.1
err2023-05-02
err1
errOAAI
errSiegel, Sebastian; Bouhadjar, Younes; Tetzlaff, Tom; Waser, Rainer; Dittmann, Regina; Wouters, Dirk J.
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Exploring Area-Dependent Pr0.7Ca0.3MnO3-Based Memristive Devices as Synapses in Spiking and Artificial Neural Networks
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2021-07-02
err15
errOAAI
errGutsche, Alexander; Siegel, Sebastian; Zhang, Jinchao; Hambsch, Sebastian; Dittmann, Regina
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Synaptic and neuromorphic functions: general discussion
errFARADAY DISCUSSIONS
IF3.1
err2019-01-01
err3
errOAAI
errBerg, Alexandra I.; Brivio, Stefano; Brown, Simon; Burr, Geoffrey; Deswal, Sweety; Deuermeier, Jonas; Gale, Ella; Hwang, Hyunsang; Ielmini, Daniele; Indiveri, Giacomo; Kenyon, Anthony J.; Kiazadeh, Asal; Koymen, Itir; Kozicki, Michael; Li, Yang; Mannion, Daniel; Prodromakis, Themis; Ricciardi, Carlo; Siegel, Sebastian; Speckbacher, Maximilian; Valov, Ilia; Wang, Wei; Williams, R. Stanley; Wouters, Dirk; Yang, Yuchao
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Research Directions

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Co-authors
Cooperation Journals
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R. Stanley Williams
H-index: 117 · Papers: 1.2K
D
Daniele Ielmini
H-index: 83 · Papers: 520
R
Regina Dittmann
H-index: 65 · Papers: 501
H
Hyunsang Hwang
H-index: 62 · Papers: 511
张晋朝 cover
张晋朝 (Jinchao Zhang)
H-index: 61 · Papers: 628
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