Siamac Fazli

ORCID

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 22

Top Venues

Berlin Institute of Technology (PHD)

Education History

Berlin Institute of Technology

PHD

Publications

Azamat Mukhamediya, Siamac Fazli, Amin Zollanvari
On the Effect of Log-Mel Spectrogram Parameter Tuning for Deep Learning-Based Speech Emotion Recognition. IEEE Access 11 (2023)
Elizaveta Vinogradova, Abay Artykbayev, Alisher Amanatay, Mukhamejan Karatayev, Maxim Mametkulov, Albina Li, Anuar Suleimenov, Abylay Salimzhanov, Karina Pats, Rustam Zhumagambetov, Ferdinand Molnár, Vsevolod Peshkov, Siamac Fazli
A biologically-inspired evaluation of molecular generative machine learning. CoRR (2022)
Ji-Seon Bang, Min-Ho Lee, Siamac Fazli, Cuntai Guan, Seong-Whan Lee
Spatio-Spectral Feature Representation for Motor Imagery Classification Using Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (7) (2022)
Elizaveta Vinogradova, Karina Pats, Ferdinand Molnár, Siamac Fazli
MLT-LE: predicting drug-target binding affinity with multi-task residual neural networks. CoRR (2022)
Maxim Popov, Temirgali Aimyshev, Eldar Ismailov, Ablay Bulegenov, Siamac Fazli
A Review of Modern Approaches for Coronary Angiography Imaging Analysis. CoRR (2022)
Maxim Mametkulov, Abay Artykbayev, Darina Koishigarina, Amina Kenessova, Kamilla Razikhova, Taeho Kang, Christian Wallraven, Siamac Fazli
. BCI (2022)
Oleg Makaussov, Mikhail Krassavin, Maxim Zhabinets, Siamac Fazli
A Low-Cost, IMU-Based Real-Time On Device Gesture Recognition Glove. SMC (2020)
Arslan Gait, Vladimir Duisenbinov, Min-Ho Lee, Felix Bießmann, Siamac Fazli
Inter-subject correlations during natural viewing: A filter-bank approach. EMBC (2020)
Albina Li, Kanat Alimanov, Siamac Fazli, Min-Ho Lee
Towards Paradigm-Independent Brain Computer Interfaces. BCI (2020)
Antonio Cerone, Siamac Fazli, Kathy L. Malone, Ahti-Veikko Pietarinen
Interdisciplinary Aspects of Cognition. SEFM Workshops (2019)
Taeho Kang, Yiyu Chen, Siamac Fazli, Christian Wallraven
Decoding of human memory formation with EEG signals using convolutional networks. BCI (2018)
Taeho Kang, Yiyu Chen, Siamac Fazli, Christian Wallraven
Predicting What You Remember from Brain Activity: EEG-Based Decoding of Long-Term Memory Formation. Symbiotic (2017)
Myung-Cheol Roh, Siamac Fazli, Seong-Whan Lee
Selective temporal filtering and its application to hand gesture recognition. Appl. Intell. 45 (2) (2016)
Taeho Kang, Yiyu Chen, Doyeon Kim, Siamac Fazli
EEG-based decoding of declarative memory formation. BCI (2016)
Min-Ho Lee, Siamac Fazli, Keun-Tae Kim, Seong-Whan Lee
Development of an open source platform for brain-machine interface: openBMI. BCI (2016)
Yiyu Chen, Ayalneh Dessalegn Atnafu, Isabella Schlattner, Wendimagegn Tariku Weldtsadik, Myung-Cheol Roh, Hyoung Joong Kim, Seong-Whan Lee, Benjamin Blankertz, Siamac Fazli
A High-Security EEG-Based Login System with RSVP Stimuli and Dry Electrodes. IEEE Trans. Inf. Forensics Secur. 11 (12) (2016)
Min-Ho Lee, Keun-Tae Kim, Yeong-Jin Kee, Ji-Hoon Jeong, Seon-Min Kim, Siamac Fazli, Seong-Whan Lee
OpenBMI: A real-time data analysis toolbox for Brain-Machine Interfaces. SMC (2016)
Isabella Schlattner, Achim Leydecker, Felix Bießmann, Yiyu Chen, Siamac Fazli
EEG-based neural decoding of Intelligence Questions. BCI (2015)
Sven Dähne, Felix Bießmann, Wojciech Samek, Stefan Haufe, Dominique Goltz, Christopher Gundlach, Arno Villringer, Siamac Fazli, Klaus-Robert Müller
Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data. Proc. IEEE 103 (9) (2015)
Yiyu Chen, Vincenzina Caputo, Rodolfo M. Nayga, Riccardo Scarpa, Siamac Fazli
How visual attention affects choice outcomes: An eyetracking study. BCI (2015)
Min-Ho Lee, Siamac Fazli, Jan Mehnert, Seong-Whan Lee
Subject-dependent classification for robust idle state detection using multi-modal neuroimaging and data-fusion techniques in BCI. Pattern Recognit. 48 (8) (2015)
Siamac Fazli, Sven Dähne, Wojciech Samek, Felix Bießmann, Klaus-Robert Müller
Learning From More Than One Data Source: Data Fusion Techniques for Sensorimotor Rhythm-Based Brain-Computer Interfaces. Proc. IEEE 103 (6) (2015)
Seul-Ki Yeom, Siamac Fazli, Seong-Whan Lee
P300 visual speller based on random set presentation. BCI (2014)
Min-Ho Lee, Siamac Fazli, Jan Mehnert, Seong-Whan Lee
Hybrid brain-computer interface based on EEG and NIRS modalities. BCI (2014)
Sven Dähne, Felix Bießmann, Frank C. Meinecke, Jan Mehnert, Siamac Fazli, Klaus-Robert Müller
Multimodal integration of electrophysiological and hemodynamic signals. BCI (2014)
Seul-Ki Yeom, Siamac Fazli, Klaus-Robert Müller, Seong-Whan Lee
Towards an enhanced ERP speller based on the visual processing of face familiarity. EMBC (2014)
Achim Leydecker, Felix Bießmann, Siamac Fazli
Single-trials ERPs predict correct answers to intelligence test questions. PRNI (2014)
Anne K. Porbadnigk, Matthias Sebastian Treder, Siamac Fazli, Michael Tangermann, Carmen Vidaurre, Stefan Haufe, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller
Decoding cognitive brain states. BCI (2013)
Siamac Fazli, Klaus-Robert Müller, Seong-Whan Lee, Benjamin Blankertz
Tutorial on multimodal neuroimaging for brain-computer interfacing. BCI (2013)
Seul-Ki Yeom, Siamac Fazli, Jan Mehnert, Benjamin Blankertz, Jens Steinbrink, Klaus-Robert Müller, Seong-Whan Lee
Multimodal imaging technique for rapid response brain-computer interface feedback. BCI (2013)
Sven Dähne, Felix Bießmann, Frank C. Meinecke, Jan Mehnert, Siamac Fazli, Klaus-Robert Müller
Integration of Multivariate Data Streams With Bandpower Signals. IEEE Trans. Multim. 15 (5) (2013)
Min-Ho Lee, Siamac Fazli, Jan Mehnert, Seong-Whan Lee
Improving the Performance of Brain-Computer Interface Using Multi-modal Neuroimaging. ACPR (2013)
Siamac Fazli, Seong-Whan Lee
Brain Computer Interfacing: A Multi-Modal Perspective. J. Comput. Sci. Eng. 7 (2) (2013)
Min-Ho Lee, Siamac Fazli, Seong-Whan Lee
Optimal channel selection based on statistical analysis in high dimensional NIRS data. BCI (2013)
Siamac Fazli, Jan Mehnert, Jens Steinbrink, Benjamin Blankertz
Using NIRS as a predictor for EEG-based BCI performance. EMBC (2012)
Siamac Fazli, Jan Mehnert, Jens Steinbrink, Gabriel Curio, Arno Villringer, Klaus-Robert Müller, Benjamin Blankertz
Enhanced performance by a hybrid NIRS-EEG brain computer interface. NeuroImage 59 (1) (2012)
Grégoire Montavon, Katja Hansen, Siamac Fazli, Matthias Rupp, Franziska Biegler, Andreas Ziehe, Alexandre Tkatchenko, O. Anatole von Lilienfeld, Klaus-Robert Müller
Learning Invariant Representations of Molecules for Atomization Energy Prediction. NIPS (2012)
Siamac Fazli, Márton Danóczy, Jürg Schelldorfer, Klaus-Robert Müller
-penalized linear mixed-effects models for high dimensional data with application to BCI. NeuroImage 56 (4) (2011)
Siamac Fazli, Márton Danóczy, Jürg Schelldorfer, Klaus-Robert Müller
-Penalized Linear Mixed-Effects Models for BCI. ICANN (1) (2011)
Siamac Fazli, Cristian Grozea, Márton Danóczy, Benjamin Blankertz, Florin Popescu, Klaus-Robert Müller
Subject independent EEG-based BCI decoding. NIPS (2009)
Siamac Fazli, Florin Popescu, Márton Danóczy, Benjamin Blankertz, Klaus-Robert Müller, Cristian Grozea
Subject-independent mental state classification in single trials. Neural Networks 22 (9) (2009)
Siamac Fazli, Márton Danóczy, Florin Popescu, Benjamin Blankertz, Klaus-Robert Müller
Using Rest Class and Control Paradigms for Brain Computer Interfacing. IWANN (1) (2009)
Benjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Márton Dónaczy, Gabriel Curio, Klaus-Robert Müller
The Berlin Brain-Computer Interface. WCCI (2008)

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Publication Activity (10 Years)

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Siamac Fazli