Publications

Edited Book

  • T. Tanaka, M. Arvaneh, "Signal Processing and Machine Learning for Brain-Machine Interfaces", IET, 2018 (in press)

Journals Papers:

  • B. Brosnan, M. Arvaneh, S. Harty, T. A. Maguire, R. G. O’Connell, I. H. Robertson, P. M. Dockree, ” Prefrontal modulation of the sustained attention network in ageing, a tDCS-EEG co-registration approach”, Journal of Cognitive Neuroscience, in press.
  • Kumagai, M. Arvaneh, and T. Tanaka, “Familiarity Affects Entrainment of EEG in Music Listening”, Frontiers in Human Neuroscience, Vol. 11, p. 384, 2017.
  • M. Fitzgerald, M. Arvaneh, and P. M. Dockree, “Domain-specific and domain-general processes underlying metacognitive judgments”, Consciousness and Cognition, Vol. 49, pp. 264-277, 2017.
  • Arvaneh, C. Guan, K. K. Ang, and T. Ward, K. S.G. Chua, C. W. K. Kuah, G. J. E. Joseph, K. S. Phua, and C. Wang, ”Facilitating BCI-based Stroke Rehabilitation Using Passive Movement”, Neural Computing and Applications, Vol. 28, No. 11, pp. 3259-3272, 2017.
  • Arvaneh, C. Guan, K. K. Ang, and C. Quek, “Mutual information-based optimization of sparse spatio-spectral filters in EEG-based brain-computer interface”, Neural Computing and Applications, pp. 1-10, Dec 2013.
  • Arvaneh, C. Guan, K. K. Ang, and C. Quek, “EEG Data Space Adaptation to Reduce Intersession Non-stationarity in Brain-Computer Interface, Neural Computation, Vol. 25, No. 8, pp. 2146-71, August 2013.
  • Arvaneh, C. Guan, K. K. Ang, and C. Quek, “Optimizing Spatial Filters by Minimizing Within-class Dissimilarities in EEG-based BCI”, IEEE Transactions on Neural Networks and Learning Systems, vol. 24, no. 4, pp. 610-619, April 2013.
  • Arvaneh, C. Guan, K. K. Ang, and C. Quek,” Optimizing the Channel Selection and Classification Accuracy in EEG-based BCI,” IEEE Transactions on Biomedical Engineering, vol. 58, pp. 1865-73, June 2011.
  • S. Dastgheib, A. Azemi, M. Khademi, M. Shajiee, M. Arvaneh, H. Gholizadeh, V.R. Sabzevari, “Identification of Ionic Conductances in a Reentry Model of Ventricular Myocardium Cells”, Journal of applied sciences, vol. 9, pp. 555-560, 2009.
  • S. Dastgheib, M. Khademi, A. Azemi, H. Gholizadeh, M. Shajiee, M. Arvaneh, V. R. Sabzevari, “Analysis and control of re-entry via ionic parameters identification in myocardium tissues”, Journal of Technical Engineering,vol. 2, no. 2, pp. 41-63, 2009.

Book Chaptes

  • M. Arvaneh, T. Tanaka, « Chapter 1: Brain–computer interfaces and electroencephalogram: basics and practical issues », IET Book ‘Signal Processing and Machine Learning for Brain-Machine Interfaces’, Eds Tanaka & Arvaneh, 2018 - accepted -
  • A. M. Azab, J. Toth, L. S. Mihaylova, M. ARvaneh "Chapte 5: A review on transfer learning approaches in brain–computer interface", IET Book ‘Signal Processing and Machine Learning for Brain-Machine Interfaces’, Eds Tanaka & Arvaneh, 2018 - accepted -

Conference Papers:

  • A. M. Azab, L. S. Mihaylova, M. Arvaneh, “Weighted Multi-Task Learning in Classification Domain For Improving Brain-computer Interface”, International Conf. on Systems, Man, and Cybernetics (SMC), Oct 2018.
  • M. Alsaleh, R. Moore, H. Christensen, M. Arvaneh, Examining Temporal Variations in Recognizing Unspoken Words using EEG Signals, International Conf. on Systems, Man, and Cybernetics (SMC), Oct 2018.
  • C. Wirth, E. Lacey, P. Dockree, M. Arvaneh, “Single-Trial EEG Classification of Similar Errors”, In 40th International Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2018.
  • J. Giles, K. K. Ang, L. Mihaylova, M. Arvaneh, “Data Space Adaptation for Multiclass Motor Imagery-Based BCI, In 40th International Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2018.
  • M. Alsaleh, R. Moore, H. Christensen, M. Arvaneh, “Discriminating between Imagined Speech and Non-Speech Tasks Using EEG”, In 40th International Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2018.
  • W. Aftab, A. De Freitas, M. Arvaneh, L. Mihaylova, “A Gaussian process approach for extended object tracking with random shapes and for dealing with intractable likelihoods”. In 22nd International Conference on Digital Signal Processing (DSP), Aug 2017.
  • A.M. Azab, M. Arvanch, and L. S. Mihaylova, “Estimation of joint angle based on surface electromyogram signals recorded at different load levels”. In 39th International Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2017.
  • A. Martel, M. Arvaneh, et al. “Quantifying the Maladaptive Neurophysiological Correlates Leading to Lapses of Attention During the SART: Towards Real-Time Mental State Monitoring of Mind-Wandering”, In 39th International Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2017.
  • Y. Kumagai, M. Arvaneh, H. Okawa, T. Wada, and T. Tanaka, “Classification of familiarity based on cross-correlation features between EEG and music”, In 39th International Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2017.
  • J. Toth, and M. Arvaneh, “Facial expression classification using EEG and gyroscope signals”. In 39th International Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2017.
  • D. Sikander, M. Arvaneh, F. Amico, G. Healy, T. Ward, D. Kearney, E. Mohedano, J. Fagan, J. Yek, A. F. Smeaton, and J. Brophy, “Predicting risk of suicide using resting state heart rate”. In Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), Dec 2016, Jeju, South Korea
  • M. M. AlSaleh, M. Arvaneh, H. Christensen, R. K. Moore, “Brain-computer interface technology for speech recognition: A review”. In Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), Dec 2016, Jeju, South Korea.
  • R. Soleymanpour, M. Arvaneh, “Entropy-based EEG Time Interval Selection for Improving Motor Imagery Classification”, International Conf. on Systems, Man, and Cybernetics (SMC), Oct 2016, Budapest, Hungary.
  • M. Arvaneh, R. Mc Cormac, T. E. Ward, I. Robertson, “Improving Memory Performance Using a Wearable BCI”, in International Brain-computer Interface meeting, 2016.
  • Martel, M. Arvaneh, P. Dockree, I. Roberston, “Neurophysiological correlates of mind-wandering, towards a predictiveBCI-based Neurofeedback”, in International Brain-computer Interface meeting 2016.
  • Arvaneh, T. E. Ward, I. Robertson, “Effects of Feedback on P300-based Brain-computer Interface”, in 37th International Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), Aug 2015, Milan, Italy.
  • Arvaneh, T. E. Ward, I. Robertson, “EEG-Based Mental Workload Classification Using Filter Bank Common Spatial Patterns”, in 37th International Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), Aug 2015, Milan, Italy
  • B. Brosnan, M. Arvaneh, P. M. Dockree, I. H. Robertson, “Neurorehabilitation of Attention in Ageing using Transcranial Direct Current Stimulation (tDCS)”, in Individualized Diagnostics & Rehabilitation of Attention Disorders (INDIREA) meeting, March 11-13, 2015, Ludwig Maximilians University, Munich.
  • Flanagan, M. Arvaneh, A. A. Zaffaroni, “Audio signal analysis in combination with noncontact bio-motion data to successfully monitor snoring”, in 36th International Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), Aug 27-31, 2014, Chicago, USA.
  • Arvaneh, I. Robertson, T. E. Ward, “Subject-to-subject adaptation to reduce calibration time in brain-computer interface”, in 36th International Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), Aug 27-31, 2014, Chicago, USA.
  • Arvaneh, C. Guan, K. K. Ang, and C. Quek, , “Omitting the Intra Session Calibration in EEG-based Brain Computer Interface Used for Stroke Rehabilitation”, in 34th International Conf. of the IEEE Engineering in Medicine and Biology Society(EMBC), Aug 28 – Sept 1, 2012, San Diego, USA.
  • Arvaneh, C. Guan, K. K. Ang, and C. Quek, “Robust EEG Channel Selection across Sessions in Brain-Computer Interface Involving Stroke Patients”, in IEEE International Joint Conference on Neural Networks, Brisbane, Australia, June 10-15, 2012, pp. 2319-2324.
  • Arvaneh, C. Guan, K. K. Ang, and C. Quek, “Multi-frequency band common spatial pattern with sparse optimization in brain-computer interface”, in IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, March 26-30, 2012, pp. 2541-2544.
  • Arvaneh, C. Guan, K. K. Ang, and C. Quek, ”Spatially Sparced Common Spatial Pattern to Improve BCI Performance,” in IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), May 2011.
  • Arvaneh, C. Guan, K. Ang, and C. Quek, ”EEG Channel Selection Using Decision Tree in Brain-Computer Interface” presented in Int. Conf. APSIPA ASC 2010, Singapore, Dec. 2010.
  • Ahmadi, Y. H. Chew, M. Arvaneh, “Performance Comparison of Two Evolutionary Algorithms and the Piecewise Linear Optimum Solution of Downlink Multi-service Single-cell OFDMA Systems”, in the 7th IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS 2010), Kaohsiung. Taiwan, 20-21 May 2010.
  • Arvaneh, C. Guan, K. K. Ang, and C. Quek, ”Optimizing EEG Channel Selection by Regularized Spatial Filtering and Multi Band Signal Decomposition,” in IASTED Int. Conf. Biomedical Engineering, Innsbruck, Feb. 2010.
  • Arvaneh, H. Ahmadi, A. Azemi, M. Shajiee, Z. S. Dastgheib, “Prediction of Paroxysmal Atrial Fibrillation by Dynamic Modeling the PR Interval of ECG”, in the 2nd International Conference on Biomedical and Pharmaceutical Engineering (ICBPE 2009), Singapore, Dec. 2009.