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Author

Lorenz K. Müller

Observed names: K Muller Lorenz, K Muller, Lorenz, Lorenz K Muller, Lorenz K. Muller, Lorenz K. Müller, Lorenz Muller, Lorenz Müller, Mueller, Lorenz K., Muller, Lorenz, Muller, Lorenz K, Muller, Lorenz K., Müller, Lorenz K.
Observed institutions: University of Zurich, Huawei Technologies (China), ETH Zurich, IBM Research - Zurich, Huawei Technologies (United States), Institute of Neuroinformatics
ORCID: 0000-0002-0458-3659
Observed ORCID: 0000-0002-0458-3659
OpenAlex ID: A5028142349
Real-time, high-speed video decompression using a frame- and event-based DAVIS sensor
2014 · Christian Brandli, Lorenz Muller, et al. · IEEE International Symposium on Circuits and Systems proceedings · 121
Neural Sensors: Learning Pixel Exposures for HDR Imaging and Video Compressive Sensing With Programmable Sensors
2020 · Julien N. P. Martel, Lorenz K. Muller, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 108
A neuromorphic systems approach to in-memory computing with non-ideal memristive devices: from mitigation to exploitation
2018 · Melika Payvand, Manu V. Nair, et al. · Faraday Discussions · 92
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An event-based architecture for solving constraint satisfaction problems
2015 · Hesham Mostafa, Lorenz K. Müller, et al. · Nature Communications · 65
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Rounding Methods for Neural Networks with Low Resolution Synaptic Weights
2015 · Muller, Lorenz K., Indiveri, Giacomo · arXiv (Cornell University) · 45
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A differential memristive synapse circuit for on-line learning in neuromorphic computing systems
2017 · Manu V Nair, Lorenz K Muller, et al. · Nano Futures · 38
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Real-Time Depth From Focus on a Programmable Focal Plane Processor
2017 · Julien N. P. Martel, Lorenz K. Muller, et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 26
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Event-based circuits for controlling stochastic learning with memristive devices in neuromorphic architectures
2018 · Melika Payvand, Lorenz K. Muller, et al. · IEEE International Symposium on Circuits and Systems proceedings · 25
Rhythmic Inhibition Allows Neural Networks to Search for Maximally Consistent States
2015 · Hesham Mostafa, Lorenz K. Müller, et al. · Neural Computation · 18
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Parallel HDR tone mapping and auto-focus on a cellular processor array vision chip
2016 · Julien N. P. Martel, Lorenz K. Muller, et al. · IEEE International Symposium on Circuits and Systems proceedings · 17
Kernelized Synaptic Weight Matrices
2018 · Muller, Lorenz K, Martel, Julien N P, et al. · Zurich Open Repository and Archive (University of Zurich) · 14
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High-speed depth from focus on a programmable vision chip using a focus tunable lens
2017 · Julien N. P. Martel, Lorenz K. Muller, et al. · IEEE International Symposium on Circuits and Systems proceedings · 14
Randomized unregulated step descent for limited precision synaptic elements
2017 · Lorenz K. Muller, Manu V. Nair, et al. · IEEE International Symposium on Circuits and Systems proceedings · 8
A Real-time High Dynamic Range Vision System with Tone Mapping for Automotive Applications
2016 · Martel, Julien N P, Muller, Lorenz K, et al. · Zurich Open Repository and Archive (University of Zurich) · 8
Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement
2021 · Lorenz K. Muller · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 6
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COLNA: A Python Package to Analyze Complex, Linear Networks
2020 · Pascal Stark, Lorenz Müller · The Journal of Open Source Software · 4
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Live demonstration: Depth from focus on a focal plane processor using a focus tunable liquid lens
2017 · Julien N. P. Martel, Lorenz K. Muller, et al. · IEEE International Symposium on Circuits and Systems proceedings · 3
Energy Efficiency of Photonic Convolution for Artificial Intelligence Workloads
2021 · Jonas Weiss, Pascal Stark, et al. · SiPS ... design and implementation - IEEE Workshop on Signal Processing Systems · 2
SSSD: Simply-Scalable Speculative Decoding
2026 · Michele Marzollo, Jiawei Zhuang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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Neuromorphic Systems Design by Matching Inductive Biases to Hardware Constraints
2020 · Lorenz K. Muller, Pascal Stark, et al. · Frontiers in Neuroscience · 1
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Neural Sampling by Irregular Gating Inhibition of Spiking Neurons and Attractor Networks
2016 · Muller, Lorenz K., Indiveri, Giacomo · arXiv (Cornell University) · 1
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GitScholar: A Dataset for Predicting AI Research Impact from GitHub Engagement
2026 · Guandalino, Emilien, Müller, Lorenz K., et al. · arXiv (Cornell University)
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Wyvern: An Agentic Framework for Generating Grounded Multimodal Reports
2026 · Motetti, Beatrice Alessandra, Guandalino, Emilien, et al. · arXiv (Cornell University)
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OffQ: Taming Structured Outliers in LLM Quantization by Offsetting
2026 · Wang, Haoqi, Mueller, Lorenz K., et al. · arXiv (Cornell University)
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SSSD: Simply-Scalable Speculative Decoding
2026 · Association for Computational Linguistics 2026, Cavigelli, Lukas, et al. · Underline Science Inc.
Works count: 34
Citation count: 617
H-index: 12
I10-index: 12
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