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ORCIDPawel Andrzej Herman
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2020 – today
- 2024
[c21]Lele Cao
, Gustaf Halvardsson, Andrew McCornack, Vilhelm von Ehrenheim, Pawel Andrzej Herman:
Beyond Gut Feel: Using Time Series Transformers to Find Investment Gems. ICANN (9) 2024: 373-388- [c20]Zineb Senane, Lele Cao, Valentin Leonhard Buchner, Yusuke Tashiro, Lei You, Pawel Andrzej Herman, Mats Nordahl, Ruibo Tu, Vilhelm von Ehrenheim:
Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask. KDD 2024: 2560-2571 - [i16]Anders Lansner, Naresh Balaji Ravichandran, Pawel Andrzej Herman:
Benchmarking Hebbian learning rules for associative memory. CoRR abs/2401.00335 (2024) - [i15]Zineb Senane, Lele Cao, Valentin Leonhard Buchner, Yusuke Tashiro, Lei You, Pawel Andrzej Herman, Mats Nordahl, Ruibo Tu, Vilhelm von Ehrenheim:
Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask. CoRR abs/2405.05959 (2024) - [i14]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Spiking representation learning for associative memories. CoRR abs/2406.03054 (2024) - [i13]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural networks. CoRR abs/2406.04733 (2024) - 2023
- [c19]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Spiking neural networks with Hebbian plasticity for unsupervised representation learning. ESANN 2023 - [i12]Anders Lansner, Florian Fiebig, Pawel Andrzej Herman:
Hebbian fast plasticity and working memory. CoRR abs/2304.06626 (2023) - [i11]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Spiking neural networks with Hebbian plasticity for unsupervised representation learning. CoRR abs/2305.03866 (2023) - [i10]Lele Cao, Gustaf Halvardsson, Andrew McCornack, Vilhelm von Ehrenheim, Pawel Andrzej Herman:
Sourcing Investment Targets for Venture and Growth Capital Using Multivariate Time Series Transformer. CoRR abs/2309.16888 (2023) - 2022
- [c18]Patrícia Pereira, Anders Lansner, Pawel Andrzej Herman:
Incremental Attractor Neural Network Modelling of the Lifespan Retrieval Curve. IJCNN 2022: 1-7 - [c17]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Brain-like Combination of Feedforward and Recurrent Network Components Achieves Prototype Extraction and Robust Pattern Recognition. LOD (2) 2022: 488-501 - [c16]Steven Wei Der Chien, Artur Podobas, Martin Svedin, Andriy Tkachuk, Salem El Sayed, Pawel Andrzej Herman, Ganesan Umanesan, Sai Narasimhamurthy, Stefano Markidis:
NoaSci: A Numerical Object Array Library for I/O of Scientific Applications on Object Storage. PDP 2022: 172-176 - [i9]Ruiyang Zhao, Zhao He, Tao Wang, Suhao Qiu, Pawel Andrzej Herman, Yanle Hu, Chencheng Zhang, Dinggang Shen, Bomin Sun, Guang-Zhong Yang, Yuan Feng:
A Long Short-term Memory Based Recurrent Neural Network for Interventional MRI Reconstruction. CoRR abs/2203.14769 (2022) - [i8]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Brain-like combination of feedforward and recurrent network components achieves prototype extraction and robust pattern recognition. CoRR abs/2206.15036 (2022) - 2021
- [c15]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Semi-supervised learning with Bayesian Confidence Propagation Neural Network. ESANN 2021 - [c14]Artur Podobas, Martin Svedin, Steven Wei Der Chien, Ivy Bo Peng, Naresh Balaji Ravichandran, Pawel Andrzej Herman, Anders Lansner, Stefano Markidis:
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs. HEART 2021: 8:1-8:6 - [c13]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Brain-Like Approaches to Unsupervised Learning of Hidden Representations - A Comparative Study. ICANN (5) 2021: 162-173 - [i7]Artur Podobas, Martin Svedin, Steven Wei Der Chien, Ivy Bo Peng, Naresh Balaji Ravichandran, Pawel Andrzej Herman, Anders Lansner, Stefano Markidis:
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs. CoRR abs/2106.05373 (2021) - [i6]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Semi-supervised learning with Bayesian Confidence Propagation Neural Network. CoRR abs/2106.15546 (2021) - 2020
- [c12]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Learning representations in Bayesian Confidence Propagation neural networks. IJCNN 2020: 1-7 - [c11]Maximilian Hornung, Oliver Taubmann, Hendrik Ditt, Björn H. Menze, Pawel Andrzej Herman, Erik Fransén:
Detection of Ischemic Infarct Core in Non-contrast Computed Tomography. MLMI@MICCAI 2020: 260-269 - [c10]Stefano Markidis, Ivy Bo Peng, Artur Podobas, Itthinat Jongsuebchoke, Gabriel Bengtsson, Pawel Andrzej Herman:
Automatic Particle Trajectory Classification in Plasma Simulations. MLHPC/AI4S@SC 2020: 64-71 - [i5]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Learning representations in Bayesian Confidence Propagation neural networks. CoRR abs/2003.12415 (2020) - [i4]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Brain-like approaches to unsupervised learning of hidden representations - a comparative study. CoRR abs/2005.03476 (2020) - [i3]Stefano Markidis, Ivy Bo Peng, Artur Podobas, Itthinat Jongsuebchoke, Gabriel Bengtsson, Pawel Andrzej Herman:
Automatic Particle Trajectory Classification in Plasma Simulations. CoRR abs/2010.05348 (2020)
2010 – 2019
- 2019
- [c9]Ramon H. Martinez, Oskar Kviman, Anders Lansner, Pawel Andrzej Herman:
Sequence Disambiguation with Synaptic Traces in Associative Neural Networks. ICANN (1) 2019: 793-805 - [c8]Alexa Singer, Chencheng Zhang, Tao Wang, Suhao Qiu, Dianyou Li, Yiping P. Du, Zhi-Pei Liang, Pawel Andrzej Herman, Bomin Sun, Yuan Feng:
Post-Operative Electrode Placement Prediction in Deep Brain Stimulation Using Support Vector Regression. ISICDM 2019: 202-207 - [i2]Vyacheslav Olshevsky, Yuri V. Khotyaintsev, Andrey Divin, Gian Luca Delzanno, Sven Anderzen, Pawel Andrzej Herman, Steven Wei Der Chien, Levon Avanov, Stefano Markidis:
Automated classification of plasma regions using 3D particle energy distribution. CoRR abs/1908.05715 (2019) - 2018
- [c7]Naresh Balaji Ravichandran, Fangkai Yang, Christopher E. Peters, Anders Lansner, Pawel Andrzej Herman:
Pedestrian simulation as multi-objective reinforcement learning. IVA 2018: 307-312 - [c6]Steven Wei Der Chien, Stefano Markidis, Chaitanya Prasad Sishtla, Luís Santos, Pawel Andrzej Herman, Sai Narasimhamurthy, Erwin Laure:
Characterizing Deep-Learning I/O Workloads in TensorFlow. PDSW-DISCS@SC 2018: 54-63 - [i1]Steven Wei Der Chien, Stefano Markidis, Chaitanya Prasad Sishtla, Luís Santos, Pawel Andrzej Herman, Sai Narasimhamurthy, Erwin Laure:
Characterizing Deep-Learning I/O Workloads in TensorFlow. CoRR abs/1810.03035 (2018) - 2017
- [j4]Pawel Andrzej Herman, Girijesh Prasad, Thomas Martin McGinnity:
Designing an Interval Type-2 Fuzzy Logic System for Handling Uncertainty Effects in Brain-Computer Interface Classification of Motor Imagery Induced EEG Patterns. IEEE Trans. Fuzzy Syst. 25(1): 29-42 (2017) - [c5]Pawel Andrzej Herman, Simon Benjaminsson, Anders Lansner:
Odor recognition in an attractor network model of the mammalian olfactory cortex. IJCNN 2017: 3561-3568 - 2016
- [c4]Vide Karlsson, Pawel Andrzej Herman, Jussi Karlgren:
Evaluating Categorisation in Real Life - An Argument Against Simple but Impractical Metrics. CLEF 2016: 221-226 - 2014
- [r1]Pawel Andrzej Herman:
Computational Models of Modulation of Oscillatory Dynamics. Encyclopedia of Computational Neuroscience 2014 - 2013
- [j3]Mikael Lundqvist, Pawel Andrzej Herman, J. Matias Palva, Satu Palva, David Silverstein, Anders Lansner:
Stimulus detection rate and latency, firing rates and 1-40 Hz oscillatory power are modulated by infra-slow fluctuations in a bistable attractor network model. NeuroImage 83: 458-471 (2013) - 2011
- [j2]Mikael Lundqvist, Pawel Andrzej Herman, Anders Lansner:
Theta and Gamma Power Increases and Alpha/Beta Power Decreases with Memory Load in an Attractor Network Model. J. Cogn. Neurosci. 23(10): 3008-3020 (2011)
2000 – 2009
- 2009
- [c3]Anne-Marie Brouwer, Maarten A. Hogervorst, Pawel Andrzej Herman, Frank Kooi:
Are You Really Looking? Finding the Answer through Fixation Patterns and EEG. HCI (16) 2009: 329-338 - 2008
- [c2]Pawel Andrzej Herman, Girijesh Prasad, Thomas Martin McGinnity:
Designing a robust type-2 fuzzy logic classifier for non-stationary systems with application in brain-computer interfacing. SMC 2008: 1343-1349 - 2007
- [j1]Cornelius Glackin, Liam P. Maguire, Ronan T. McIvor, Paul K. Humphreys, Pawel Andrzej Herman:
A comparison of fuzzy strategies for corporate acquisition analysis. Fuzzy Sets Syst. 158(18): 2039-2056 (2007) - [c1]Pawel Andrzej Herman, Girijesh Prasad, T. Martin McGinnity:
Support Vector-Enhanced Design of a T2FL Approach to Motor Imagery-Related EEG Pattern Recognition. FUZZ-IEEE 2007: 1-6
Coauthor Index
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