Pawel Herman

发表

Feature Extraction From the EEG for a Brain-Computer Interface Using Genetic Matching Pursuit Algorithm with Gabor Dictionary

Girijesh Prasad, Tm McGinnity, Pawel Herman, 2004 .

Attractor Hypothesis of Associative Cortex: Insights from a Biophysically Detailed Network Model

Anders Lansner, Mikael Lundqvist, Pawel Herman, 2017 .

A feature‐based convolutional neural network for reconstruction of interventional MRI

Chengcheng Zhang, Huajun She, Pawel Herman, 2019, NMR in biomedicine.

Critical Observations on Interval Type-2 Fuzzy Logic Approach to Uncertainty Handling in a Brain-Computer Interface Design

Girijesh Prasad, Tm McGinnity, Pawel Herman, 2006 .

Odor recognition framework for evaluating olfactory codes

Anders Lansner, Pawel Herman, 2011 .

Estimating the Predictability of EEG Recorded Over the Motor Cortex using Information Theoretical Functionals

Girijesh Prasad, Damien Coyle, Tm McGinnity, 2004 .

Bayesian neural networks for one-hour ahead wind power forecasting

Rendani Mbuvha, Pawel Herman, Mattias Jonsson, 2017, 2017 IEEE 6th International Conference on Renewable Energy Research and Applications (ICRERA).

Probabilistic Associative Learning Suffices For Learning The Temporal Structure Of Multiple Sequences

Anders Lansner, Pawel Herman, Ramon H. Martinez, 2019 .

Post-Operative Electrode Placement Prediction in Deep Brain Stimulation Using Support Vector Regression

Zhi-Pei Liang, Tao Wang, Chencheng Zhang, 2019, ISICDM.

Are You Really Looking? Finding the Answer through Fixation Patterns and EEG

Maarten A. Hogervorst, Anne-Marie Brouwer, Pawel Herman, 2009, HCI.

PT2 Reverse Engineering of Nature in the Field of Chemical Sensors

Anders Lansner, Simon Benjaminsson, Krishna C. Persaud, 2012 .

Working Memory: Delay Activity, Yes! Persistent Activity? Maybe Not

Earl K Miller, Mikael Lundqvist, Pawel Herman, 2018, The Journal of Neuroscience.

Computational Brain Science at CST, CSC, KTH

Örjan Ekeberg, Anders Lansner, Jeanette Hellgren Kotaleski, 2016 .

Evaluating Categorisation in Real Life - An Argument Against Simple but Impractical Metrics

Jussi Karlgren, Pawel Herman, Vide Karlsson, 2016, CLEF.

A FUZZY LOGIC CLASSIFIER DESIGN FOR ENHANCING BCI PERFORMANCE

Girijesh Prasad, Tm McGinnity, Pawel Herman, 2006 .

Learning representations in Bayesian Confidence Propagation neural networks

Anders Lansner, Pawel Herman, Naresh Balaji Ravichandran, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Probabilistic associative learning suffices for learning the temporal structure of multiple sequences

Anders Lansner, Pawel Herman, Ramon H Martinez, 2019, bioRxiv.

Automatic Particle Trajectory Classification in Plasma Simulations pdf

Ivy Peng, Stefano Markidis, Artur Podobas, 2020, 2020 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC) and Workshop on Artificial Intelligence and Machine Learning for Scientific Applications (AI4S).

Detection of Ischemic Infarct Core in Non-contrast Computed Tomography

Maximilian Hornung, Oliver Taubmann, Hendrik Ditt, 2020, MLMI@MICCAI.

Gamma and beta bursts during working memory readout suggest roles in its volitional control

Earl K Miller, Mikael Lundqvist, Pawel Herman, 2017, Nature Communications.

Automated Classification of Plasma Regions Using 3D Particle Energy Distributions pdf

Stefano Markidis, Vyacheslav Olshevsky, Pawel Herman, 2019, Journal of Geophysical Research: Space Physics.

Multi-classifier Verification of Neural Time-Series Prediction Preprocessing for a BCI

Girijesh Prasad, Damien Coyle, Tm McGinnity, 2007 .

Sequence Disambiguation with Synaptic Traces in Associative Neural Networks

Anders Lansner, Pawel Herman, Oskar Kviman, 2019, ICANN.

Characterizing Deep-Learning I/O Workloads in TensorFlow

Sai Narasimhamurthy, Erwin Laure, Luís Santos, 2018, 2018 IEEE/ACM 3rd International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems (PDSW-DISCS).

An Indexing Theory for Working Memory Based on Fast Hebbian Plasticity

Anders Lansner, Florian Fiebig, Pawel Herman, 2020, eNeuro.

Visualization of Output from Large-Scale Brain Simulations

Anders Lansner, Kiril Alexiev, Simon Benjaminsson, 2012 .

An Indexing Theory for Working Memory Based on Fast Hebbian Plasticity

Anders Lansner, Florian Fiebig, Pawel Herman, 2018, eNeuro.

Brain-like approaches to unsupervised learning of hidden representations - a comparative study pdf

Anders Lansner, Pawel Herman, Naresh Balaji Ravichandran, 2020, ICANN.

Fast Hebbian Plasticity explains Working Memory and Neural Binding

Anders Lansner, Florian Fiebig, Pawel Herman, 2018 .

Computational Intelligence Approaches to Brain Signal Pattern Recognition

Girijesh Prasad, Tm McGinnity, Pawel Herman, 2008 .

Odour discrimination and mixture segmentation in a holistic model of the mammalian olfactory system

Anders Lansner, Simon Benjaminsson, Pawel Herman, 2013 .

Semi-supervised learning with Bayesian Confidence Propagation Neural Network pdf

Anders Lansner, Pawel Herman, Naresh Balaji Ravichandran, 2021, ESANN 2021 proceedings.

Performance of a Computational Model of the Mammalian Olfactory System

Anders Lansner, Simon Benjaminsson, Pawel Herman, 2013 .

Using motor imagery based brain-computer interface for post-stroke rehabilitation

Girijesh Prasad, Damien Coyle, Pawel Herman, 2009, 2009 4th International IEEE/EMBS Conference on Neural Engineering.

The language of smell: Connecting linguistic and psychophysical properties of odor descriptors

Anders Lansner, Jussi Karlgren, Maria Larsson, 2018, Cognition.

Effect of Prestimulus Alpha Power, Phase, and Synchronization on Stimulus Detection Rates in a Biophysical Attractor Network Model

Anders Lansner, Mikael Lundqvist, Pawel Herman, 2013, The Journal of Neuroscience.