Pawel Andrzej Herman

49 papers A* 1B 8C 1Journal 25Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dynamic Heuristic Neuromorphic Solver for the Edge User Allocation Problem with Bayesian Confidence Propagation Neural Network.
CoRR
Kecheng Zhang, Anders Lansner, Ahsan Javed Awan, Naresh Balaji Ravichandran, Pawel Andrzej Herman
2025 — conf
A Reconfigurable Stream-Based FPGA Accelerator for Bayesian Confidence Propagation Neural Networks.
ARC
Muhammad Ihsan Al Hafiz, Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman, Artur Podobas
2025 J jnl
A Reconfigurable Stream-Based FPGA Accelerator for Bayesian Confidence Propagation Neural Networks.
CoRR
Muhammad Ihsan Al Hafiz, Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman, Artur Podobas
2025 — conf
Embedded FPGA Acceleration of Brain-Like Neural Networks: Online Learning to Scalable Inference.
MCSoC
Muhammad Ihsan Al Hafiz, Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman, Artur Podobas
2025 J jnl
Embedded FPGA Acceleration of Brain-Like Neural Networks: Online Learning to Scalable Inference.
CoRR
Muhammad Ihsan Al Hafiz, Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman, Artur Podobas
2025 J jnl
Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural networks.
Neurocomputing
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2024 J jnl
A Rose by Another Name? Odor Misnaming is Associated with Linguistic Properties.
Cogn. Sci.
Thomas Hörberg, Murathan Kurfali, Maria Larsson, Erika J. Laukka, Pawel Andrzej Herman, Jonas K. Olofsson
2024 J jnl
Benchmarking Hebbian learning rules for associative memory.
CoRR
Anders Lansner, Naresh Balaji Ravichandran, Pawel Andrzej Herman
2024 — conf
Beyond Gut Feel: Using Time Series Transformers to Find Investment Gems.
ICANN (9)
Lele Cao, Gustaf Halvardsson, Andrew McCornack, Vilhelm von Ehrenheim, Pawel Andrzej Herman
2024 A* conf
Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask.
KDD
Zineb Senane, Lele Cao, Valentin Leonhard Buchner, Yusuke Tashiro, Lei You, Pawel Andrzej Herman, Mats Nordahl, Ruibo Tu, Vilhelm von Ehrenheim
2024 J jnl
Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask.
CoRR
Zineb Senane, Lele Cao, Valentin Leonhard Buchner, Yusuke Tashiro, Lei You, Pawel Andrzej Herman, Mats Nordahl, Ruibo Tu, Vilhelm von Ehrenheim
2024 J jnl
Spiking representation learning for associative memories.
CoRR
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2024 J jnl
Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural networks.
CoRR
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2023 J jnl
Hebbian fast plasticity and working memory.
CoRR
Anders Lansner, Florian Fiebig, Pawel Andrzej Herman
2023 J jnl
Sourcing Investment Targets for Venture and Growth Capital Using Multivariate Time Series Transformer.
CoRR
Lele Cao, Gustaf Halvardsson, Andrew McCornack, Vilhelm von Ehrenheim, Pawel Andrzej Herman
2023 B conf
Spiking neural networks with Hebbian plasticity for unsupervised representation learning.
ESANN
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2023 J jnl
Spiking neural networks with Hebbian plasticity for unsupervised representation learning.
CoRR
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2022 J jnl
A Long Short-term Memory Based Recurrent Neural Network for Interventional MRI Reconstruction.
CoRR
Ruiyang Zhao, Zhao He, Tao Wang, Suhao Qiu, Pawel Andrzej Herman, Yanle Hu, Chencheng Zhang, Dinggang Shen, Bomin Sun, Guang-Zhong Yang, Yuan Feng
2022 — conf
Brain-like Combination of Feedforward and Recurrent Network Components Achieves Prototype Extraction and Robust Pattern Recognition.
LOD (2)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2022 J jnl
Brain-like combination of feedforward and recurrent network components achieves prototype extraction and robust pattern recognition.
CoRR
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2022 B conf
Incremental Attractor Neural Network Modelling of the Lifespan Retrieval Curve.
IJCNN
Patrícia Pereira, Anders Lansner, Pawel Andrzej Herman
2022 C conf
NoaSci: A Numerical Object Array Library for I/O of Scientific Applications on Object Storage.
PDP
Steven Wei Der Chien, Artur Podobas, Martin Svedin, Andriy Tkachuk, Salem El Sayed, Pawel Andrzej Herman, Ganesan Umanesan, Sai Narasimhamurthy, Stefano Markidis
2021 — conf
Brain-Like Approaches to Unsupervised Learning of Hidden Representations - A Comparative Study.
ICANN (5)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2021 B conf
Semi-supervised learning with Bayesian Confidence Propagation Neural Network.
ESANN
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2021 J jnl
Semi-supervised learning with Bayesian Confidence Propagation Neural Network.
CoRR
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2021 — conf
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs.
HEART
Artur Podobas, Martin Svedin, Steven Wei Der Chien, Ivy Bo Peng, Naresh Balaji Ravichandran, Pawel Andrzej Herman, Anders Lansner, Stefano Markidis
2021 J jnl
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs.
CoRR
Artur Podobas, Martin Svedin, Steven Wei Der Chien, Ivy Bo Peng, Naresh Balaji Ravichandran, Pawel Andrzej Herman, Anders Lansner, Stefano Markidis
2020 — conf
Automatic Particle Trajectory Classification in Plasma Simulations.
MLHPC/AI4S@SC
Stefano Markidis, Ivy Bo Peng, Artur Podobas, Itthinat Jongsuebchoke, Gabriel Bengtsson, Pawel Andrzej Herman
2020 J jnl
Automatic Particle Trajectory Classification in Plasma Simulations.
CoRR
Stefano Markidis, Ivy Bo Peng, Artur Podobas, Itthinat Jongsuebchoke, Gabriel Bengtsson, Pawel Andrzej Herman
2020 J jnl
Brain-like approaches to unsupervised learning of hidden representations - a comparative study.
CoRR
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2020 — conf
Detection of Ischemic Infarct Core in Non-contrast Computed Tomography.
MLMI@MICCAI
Maximilian Hornung, Oliver Taubmann, Hendrik Ditt, Björn H. Menze, Pawel Andrzej Herman, Erik Fransén
2020 B conf
Learning representations in Bayesian Confidence Propagation neural networks.
IJCNN
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2020 J jnl
Learning representations in Bayesian Confidence Propagation neural networks.
CoRR
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2019 J jnl
Automated classification of plasma regions using 3D particle energy distribution.
CoRR
Vyacheslav Olshevsky, Yuri V. Khotyaintsev, Andrey Divin, Gian Luca Delzanno, Sven Anderzen, Pawel Andrzej Herman, Steven Wei Der Chien, Levon Avanov, Stefano Markidis
2019 — conf
Post-Operative Electrode Placement Prediction in Deep Brain Stimulation Using Support Vector Regression.
ISICDM
Alexa Singer, Chencheng Zhang, Tao Wang, Suhao Qiu, Dianyou Li, Yiping P. Du, Zhi-Pei Liang, Pawel Andrzej Herman, Bomin Sun, Yuan Feng
2019 — conf
Sequence Disambiguation with Synaptic Traces in Associative Neural Networks.
ICANN (1)
Ramon H. Martinez, Oskar Kviman, Anders Lansner, Pawel Andrzej Herman
2018 — conf
Characterizing Deep-Learning I/O Workloads in TensorFlow.
PDSW-DISCS@SC
Steven Wei Der Chien, Stefano Markidis, Chaitanya Prasad Sishtla, Luís Santos, Pawel Andrzej Herman, Sai Narasimhamurthy, Erwin Laure
2018 J jnl
Characterizing Deep-Learning I/O Workloads in TensorFlow.
CoRR
Steven Wei Der Chien, Stefano Markidis, Chaitanya Prasad Sishtla, Luís Santos, Pawel Andrzej Herman, Sai Narasimhamurthy, Erwin Laure
2018 B conf
Pedestrian simulation as multi-objective reinforcement learning.
IVA
Naresh Balaji Ravichandran, Fangkai Yang, Christopher Peters, Anders Lansner, Pawel Andrzej Herman
2017 J jnl
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.
Pawel Andrzej Herman, Girijesh Prasad, Thomas Martin McGinnity
2017 B conf
Odor recognition in an attractor network model of the mammalian olfactory cortex.
IJCNN
Pawel Andrzej Herman, Simon Benjaminsson, Anders Lansner
2016 — conf
Evaluating Categorisation in Real Life - An Argument Against Simple but Impractical Metrics.
CLEF
Vide Karlsson, Pawel Andrzej Herman, Jussi Karlgren
2014 — ch.
Computational Models of Modulation of Oscillatory Dynamics.
Encyclopedia of Computational Neuroscience
Pawel Andrzej Herman
2013 J jnl
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
Mikael Lundqvist, Pawel Andrzej Herman, J. Matias Palva, Satu Palva, David Silverstein, Anders Lansner
2011 J jnl
Theta and Gamma Power Increases and Alpha/Beta Power Decreases with Memory Load in an Attractor Network Model.
J. Cogn. Neurosci.
Mikael Lundqvist, Pawel Andrzej Herman, Anders Lansner
2009 — conf
Are You Really Looking? Finding the Answer through Fixation Patterns and EEG.
HCI (16)
Anne-Marie Brouwer, Maarten A. Hogervorst, Pawel Andrzej Herman, Frank Kooi
2008 B conf
Designing a robust type-2 fuzzy logic classifier for non-stationary systems with application in brain-computer interfacing.
SMC
Pawel Andrzej Herman, Girijesh Prasad, Thomas Martin McGinnity
2007 J jnl
A comparison of fuzzy strategies for corporate acquisition analysis.
Fuzzy Sets Syst.
Cornelius Glackin, Liam P. Maguire, Ronan T. McIvor, Paul K. Humphreys, Pawel Andrzej Herman
2007 B conf
Support Vector-Enhanced Design of a T2FL Approach to Motor Imagery-Related EEG Pattern Recognition.
FUZZ-IEEE
Pawel Andrzej Herman, Girijesh Prasad, T. Martin McGinnity