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Pawel Herman

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Benchmarking Hebbian learning rules for associative memory

Dec 30, 2023
Anders Lansner, Naresh B Ravichandran, Pawel Herman

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Sourcing Investment Targets for Venture and Growth Capital Using Multivariate Time Series Transformer

Sep 28, 2023
Lele Cao, Gustaf Halvardsson, Andrew McCornack, Vilhelm von Ehrenheim, Pawel Herman

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Spiking neural networks with Hebbian plasticity for unsupervised representation learning

May 10, 2023
Naresh Ravichandran, Anders Lansner, Pawel Herman

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Hebbian fast plasticity and working memory

Apr 13, 2023
Anders Lansner, Florian Fiebig, Pawel Herman

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Finding metastable skyrmionic structures via a metaheuristic perturbation-driven neural network

Mar 06, 2023
Qichen Xu, I. P. Miranda, Manuel Pereiro, Filipp N. Rybakov, Danny Thonig, Erik Sjöqvist, Pavel Bessarab, Anders Bergman, Olle Eriksson, Pawel Herman, Anna Delin

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Genetic-tunneling driven energy optimizer for magnetic system

Dec 31, 2022
Qichen Xu, Zhuanglin Shen, Manuel Pereiro, Pawel Herman, Olle Eriksson, Anna Delin

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Brain-like combination of feedforward and recurrent network components achieves prototype extraction and robust pattern recognition

Jun 30, 2022
Naresh Balaji Ravichandran, Anders Lansner, Pawel Herman

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A Long Short-term Memory Based Recurrent Neural Network for Interventional MRI Reconstruction

Apr 12, 2022
Ruiyang Zhao, Zhao He, Tao Wang, Suhao Qiu, Pawel Herman, Yanle Hu, Chencheng Zhang, Dinggang Shen, Bomin Sun, Guang-Zhong Yang, Yuan Feng

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Semi-supervised learning with Bayesian Confidence Propagation Neural Network

Jun 29, 2021
Naresh Balaji Ravichandran, Anders Lansner, Pawel Herman

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StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs

Jun 09, 2021
Artur Podobas, Martin Svedin, Steven W. D. Chien, Ivy B. Peng, Naresh Balaji Ravichandran, Pawel Herman, Anders Lansner, Stefano Markidis

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