Sebastian Siegel - Publications, H-index & Citations

Sebastian Siegel

forschungszentrum jülich gmbh

6H指数

32论文数

143被引数

收录论文 8

发表时间

A Flexible and Energy-Efficient Compute-in-Memory Accelerator for Kolmogorov–Arnold Networks 一种灵活且能效高的用于Kolmogorov–Arnold Networks的计算内存储加速器

Advanced Intelligent Systems

IF6.1

2026-03-01

OAAI

Chirag Sudarshan; Oliver Artner; Paul-Philipp Manea; Sebastian Siegel; Susanne Hoffmann-Eifert; Regina Dittmann; John Paul Strachan

Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators 基于内存计算的大语言模型加速器的Softmax近似算法的算法-硬件影响

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

IF3.8

2026-02-06

OAAI

Jan Finkbeiner; Sebastian Siegel; Chirag Sudarshan; Yuankang Zhao; John Paul Strachan; Emre Neftci

QS4D: Quantization-Aware Training for Efficient Hardware Deployment of Structured State-Space Sequential Models QS4D: 量化感知训练，用于结构化状态空间顺序模型的高效硬件部署

Advanced Intelligent Systems

IF6.1

2026-01-27

OAAI

Sebastian Siegel; Ming-Jay Yang; Younes Bouhadjar; Maxime Fabre; Emre Neftci; John Paul Strachan

Real-time raw signal genomic analysis using fully integrated memristor hardware 基于完全集成忆阻器硬件的实时原始信号基因组分析

Nature Computational Science

IF18.3

2025-09-12

OAAI

Peiyi He; Shengbo Wang; Ruibin Mao; Mingrui Jiang; Sebastian Siegel; Giacomo Pedretti; Jim Ignowski; John Paul Strachan; Ruibang Luo; Can Li

Analog in-memory computing attention mechanism for fast and energy-efficient large language models 用于快速且能效优化的模拟内存计算注意力机制的大型语言模型

Nature Computational Science

IF18.3

2025-09-08

OAAI

Nathan Leroux; Paul-Philipp Manea; Chirag Sudarshan; Jan Finkbeiner; Sebastian Siegel; John Paul Strachan; Emre Neftci

System model of neuromorphic sequence learning on a memristive crossbar array

NEUROMORPHIC COMPUTING AND ENGINEERING

IF6.1

2023-05-02

OAAI

Siegel, Sebastian; Bouhadjar, Younes; Tetzlaff, Tom; Waser, Rainer; Dittmann, Regina; Wouters, Dirk J.

Exploring Area-Dependent Pr0.7Ca0.3MnO3-Based Memristive Devices as Synapses in Spiking and Artificial Neural Networks

FRONTIERS IN NEUROSCIENCE

IF3.2

2021-07-02

OAAI

Gutsche, Alexander; Siegel, Sebastian; Zhang, Jinchao; Hambsch, Sebastian; Dittmann, Regina

Synaptic and neuromorphic functions: general discussion

FARADAY DISCUSSIONS

IF3.1

2019-01-01

OAAI

Berg, 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

研究方向