Dr Abdelhafid Zeghbib
Address:
Dr. Abdelhafid Zeghbib
Department: ACSE
University of Sheffield
Sheffield, S1 3JD
Tel: +44(0)1142225662
Fax: +44(0)1142225661
Email: a.zeghbib @ sheffield.ac.uk
Room: D6a, Amy Johnson Building
Biography
Abdelhafid Zeghbib received his PhD degree from Otto-von-Guericke University in Germany, Faculty of Electrical Engineering and Information Technology. From 2006 until 2010 he joined the Group of Computational and Cognitive Neuroscience (modulation of distant neural networks connectivity and neuronal oscillatory activity) in the research center: Institut of Neurobiology (IFN) Germany. He was involved in the European Project: Detection and Identification of Rare Audiovisual Cues (DIRAC). From 2004 until 2006 he was involved in the project: Investigation of electromyogram (EMG) neuromuscular control signals, in collaboration with “Laboratoire d’instrumentation et de Relations Individu système (LIRIS), CNRS, Vélizy, France”. From 2003 until 2004 he was working in Identification and modeling of the knee-joint dynamics”, at Otto-von-Guericke University in collaboration with the Max Planck Institute (MPI) Germany. From 2002 until 2003 he was working in Gait Phases Identification at Otto-von-Guericke University in collaboration with the Fraunhofer Research Institute Germany.
He is a member of:
GNS: German Neuroscience Society (Germany).
SFN: Society for Neuroscience (USA).
Research Interests
My research area is to combine the rigors of medical and biological studies with the power of engineering analysis and Modelling.
- Intelligent Computational Methods (Soft Computing), Neural networks, adaptive fuzzy inference systems, and similar.
- Process modelling.
- Computational Neuroscience.
- Signal processing/advanced data analysis methods
- Pattern recognition and categorization.
- Metastable states in complex dynamics.
- Quasi- attractors and transient states of dynamics
- Cortical oscillatory activity -based cognitive functions.
- Phase synchronization and coherence of neuronal activities
- Crossmodal associative memory.
- Binding and multisensory integration.
- Neuromuscular EMG control Signals Recognition, and Bio-signal processing
- Human-Machine Interface
Current Project
Goal-Directed Trajectory Modelling of Therapeutic Pathways
University of Sheffield (ACSE), UK; Hallamshire Hospital, Sheffield, UK; Northern General Hospital, Sheffield, UK.
Grant: Engineering and Physical Sciences Research Council (EPSRC)
Research Experience (Previous Projects)
- Computational and cognitive neuroscience, the modulation of distant neural networks connectivity and neuronal oscillatory activity of local field potentials (LFPs) recorded simultaneously from both auditory and visual cortex of awake animals (2006-2010). In the Institut for Neurobiology (IFN), Germany.
European Project: Detection and Identification of Rare Audiovisual Cues (DIRAC), http://www.diracproject.org. - Investigation of electromyogram (EMG) neuromuscular control signals, project in collaboration with “Laboratoire d’Ingenierie des Systèmes de Versailles (LISV), CNRS, Vélizy, France” (2004-2006). http://www.lisv.uvsq.fr/
- Identification and modeling of the knee-joint dynamics”, Otto-von-Guericke University in collaboration with Max Planck Institute (MPI) Germany, (2003-2004). The examined real system is consisted of the quadriceps, Surface Functional Electrical Stimulation (FES) signal and a freely swinging shank.
- Gait Phases Identification” Otto-von-Guericke University in collaboration with Fraunhofer Research Institute Germany (2002-2003).
Recent Invited Talks at Major International Conferences
- Temporal coherent states evolution in multimodal learning.
The 11th International Multisensory Research Forum (IMRF-2010). In the university of Liverpool, UK. June 16-19, 2010 - Behavioral relevance and physiological correlates of audiovisual interaction in rodent auditory and visual cortex.
Workshop organized by ECMLPKDD-2010 (DIRAC Project), 24 September, 2010 - Barcelona, Spain - Phase change and Mutual Inter-cortical information flow under adaptation underlying neuro-dynamical models.
The XI. IfN-Forschungsseminars, vom 05. bis 7. Oktober 2009 in Freyburg. - Phase coherence evolution in cortical networks: adaptation to audiovisual stimulation with fixed inter-modality asynchrony.
The 10th International Multisensory Research Forum (IMRF-2009). In the city college of New York. June 29- July2, 2009. - Dimension reduction effect on EMG signal identification using MLP, RBF and LVQ methods in case of relevant features.
6. Kongress: AUTOMED. Rostock, ISBN 3-86009-296-0, insges. 2 S., March 24-25, 2006, Germany.
Publications
Articles Published in Books with ISBN
2011
- Forthcoming article:
A. Zeghbib, M. Mahfouf, J. J. Ross, G. H. Mills, G. Panoutsos, M. Denai, and S. Suzani.
Recursive Fuzzy Predictions of future Patient Paths to Support Clinical Decision Making in ICU
6th International Conference on Bioinformatics and Biomedical Engineering (iCBBE 2012).
IEEE Catalog Number: CFP1229C-CDR, ISBN: 978-1-61284-099-4
2007
- Zeghbib Abdelhafid; Palis Frank; Mladenov, V.; Shoylev, N.; Mastorakis, N.
Sampling frequency effect on neuromuscular signals (EMG) recognition.
Published in: Proceeding ISRA’07 Proceedings of the 6th WSEAS International Conference on Signal Processing, Robotics and Automation. ©2007, ISBN: 123-789-0123-45-6
http://portal.acm.org/citation.cfm?id=1353685.1353704 - Denai, M. A.; Palis Frank; Zeghbib Abdelhafid.
Modeling and control of non-linear systems using soft computing techniques.
Journal, Applied soft computing, Volume 7, Issue 3, June 2007, doi:10.1016/j.asoc.2005.12.005; Pages 728-738; Elsevier Science.
http://dl.acm.org/citation.cfm?id=1238148.1238441
2006
- Tsenov Georgi; Zeghbib Abdelhafid; Palis Frank; Shoylev Nikola; Mladenov Valeri
Neural networks for online classification of hand and finger movements using surface EMG signals.
8th Kongress Seminar on Neural Network Applications in Electrical Engineering . Piscataway, NJ : IEEE Service Center, ISBN 1-424-40432-0, S. 167-171, (Belgrade) : 2006.09.25-27; NEUREL.
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4147191
2005
- Zeghbib, Abdelhafid; Palis, Frank; Ouezdou, F.B.
EMG-based finger movement classification using transparent fuzzy systems.
4th conference of the European Society for fuzzy logic and technology, EUSFLAT 2005 Barcelona, Spain September 7 - 9 , 2005, Barcelona : Technical Univ. of Catalonia, 2005, S. 816 - 821, ISBN 84-7653-872-3.
http://www.eusflat.org/publications_proceedings_EUSFLAT-LFA_2005.php - Zeghbib Abdelhafid; Palis Frank; Tsenov Georgi; Shoylev Nicola; Mladenov Valeri.
Performance of surface EMG signals identification using intelligent computational methods.
WSEAS transactions on systems [Athens], July 2005. (ISSN: 1109 2777), Vol: 4. Issue: 7, pp: 1118-1125 - Zeghbib Abdelhafid; Palis Frank; Tesenov, G. ; Shoylev, N. ; Mladenov, V.
Fuzzy subtractive clustering models complexity according to radius values in case of EMG signals identification.
Advanced aspects of theoretical electrical engineering (Sozopol 2005, Bulgaria 30. Sept. - 03 Oct. 2005). Proceedings.
Sofia, Technical Univ., Sozopol, Bulgaria, ISBN 954-438-507-X, pp: 121-126. - Zeghbib Abdelhafid; Palis Frank; Tsenov Georgi; Shoylev Nicola; Mladenov Valeri.
Fuzzy systems and neural networks methods to identify hand and finger movements using surface EMG signals.
9th WSEAS international CSCC multiconference: CIRCUITS '05, SYSTEMS '05, COMPUTERS '05, COMMUNICATIONS '05 (Vouliagmeni, Athens, Greece, July 11-16 2005), pp: 497-618, ISBN: 960-8457-29-7, WSEAS, 2005.
http://dl.acm.org/citation.cfm?id=1373739
2003
- Zeghbib Abdelhafid; Palis Frank. Talk (Presentation)
Effective fuzzy identification method to modeling the input output behavior of the knee-joint dynamics.
Rencontres Francophones sur la logique floue et ses applications (LFA '2003 Tours, France, 26-27 novembre 2003. CEPAD, S. 191 - 200. ISBN: 9782854286243
Conferences and Abstracts
2010
- Zeghbib Abdelhafid; Fillbrandt Antje; Ohl Frank.
Associative learning and subjective perception within inter-cortical neural networks
Society for Neuroscience (SFN), 2010. Advancing the understanding of the Brain and Nervous System. November 13 - 17, 2010, in San Diego, California, USA. - Zeghbib Abdelhafid; Fillbrandt Antje; Ohl Frank.
Inter-cortical networks synchronization under forcing auditory and visual stimuli.
The 7th Forum of European Neuroscience(FENS), | Amsterdam | July 3-7, 2010.
http://fens2010.neurosciences.asso.fr/abstracts/rpdf5/a130_88.pdf - Zeghbib, Abdelhafid; Fillbrandt, Antje; Ohl, Frank.
Associative Learning and Subjective Perception within Intercortical Neural Networks.
The International Gerbil-Workshop 2010, Mai 25-26, Magdeburg, Germany. Organized by: the German Collaborative Research Center "The active auditory system" Sonderforschungsbereich Transregio (SFB-TR 31 Research group) "Das aktive Gehör". - Fillbrandt, A., Zeghbib, A., Engelhorn, A., Happel, MFK., Deliano, M., Ohl, FW.
A dynamic framework for cortical processing during learning
The XII. Magdeburg International Neurobiological Symposium "Learning and Memory: Cellular and Systemic Views".04. - 08. September 2010, Magdeburg, Germany.
2009
- Fillbrandt Antje, Zeghbib Abdelhafid, and Ohl Frank.
Trial-to-trial variability of interaction dynamics between auditory and visual cortex during asynchronous audiovisual stimulation.
The 8th Meeting of the German Neuroscience Society (GNS); March 25-29, 2009; Göttingen Germany. - Zeghbib Abdelhafid; Fillbrandt Antje; Ohl Frank.
Alteration of brain states with high phase-coherence and transient states indicate the intermittency information processing in brain dynamics.
The 8th Meeting of the German Neuroscience Society (GNS); March 25-29, 2009; Göttingen Germany. - Zeghbib Abdelhafid; Fillbrandt Antje; Ohl Frank.
Bidirectional information transfer between auditory and visual cortices.
The 3rd International Conference on Auditory Cortex, August 29th - September 2nd 2009, Magdeburg / Germany. - Ohl Frank; Fillbrandt Antje; Zeghbib Abdelhafid. Talk (Presentation).
Neurodynamics of audiovisual category transfer
The 3rd International Conference on Auditory Cortex, August 29th - September 2nd 2009, Magdeburg / Germany.
2008
- Zeghbib Abdelhafid; Fillbrandt Antje; Matthias Deliano; Ohl Frank.
Oscillatory activity in auditory cortex before and after entrainment with fast audiovisual stimulus sequences.
Society for Neuroscience (SFN), 2008. Auditory Cortex: Perception, Cognition, and Action. November 15 - 19, 2008, in Washington, DC, USA. - Zeghbib Abdelhafid; Fillbrandt Antje; Matthias Deliano; Ohl Frank.
Changes of oscillatory activity in the electrocorticogram from auditory cortex before and after adaptation to contingent, asynchronous audiovisual stimulation.
The 9th International Multisensory Research Forum (IMRF), university Hamburg, Germany, July 16-19, 2008. http://imrf.mcmaster.ca/IMRF/ocs/index.php/meetings/2008/paper/view/309 - Zeghbib, Abdelhafid; Fillbrandt, Antje; Matthias, Deliano ; Ohl, Frank.
Audio-visually evoked neural oscillations in primary auditory cortex of Mongolian gerbils.
The International Gerbil-Workshop 2008 in Magdeburg, March 31 - April 1, 2008 / Magdeburg, Germany. Organized by: the German Collaborative Research Center "The active auditory system" Sonderforschungsbereich Transregio (SFB-TR 31) "Das aktive Gehör". - Zeghbib Abdelhafid; Palis Frank; Shoylev Nicola.
Neuro fuzzy systems Contribution for new technologies advancement; Application: Control of myo-prothesis.
First Algerian German International Conference on new Technologies and their Impact on Society. AGICNT 2008 , May 4-7 , Ferhat Abbas University, Setif, Algeria. Original article in Proceedings (book + CD) - Kocev, Cv.; Zeghbib Abdelhafid; Tsenov Georgi; Antonov, L.; Mladenov Valeri; Palis Frank; Shoylev Nicola.
Visualization of an online classification and recognition algorithm of EMG signals.
Journal of the University of Chemical Technology and Metallurgy, Sofia, Bulgaria, vol: 43, 1, pp: 154-158. 2008. Original article in Proceedings (book + CD).
2007
- Zeghbib Abdelhafid; Palis Frank; Tsenov Georgi; Shoylev Nicola ; Mladenov Valeri.
Performance of surface EMG signals identification using intelligent computational methods.
In Proc. WSEAS transactions on systems [Athens] Vol: 4(2005). Issue: 7, pp: 1118-1127.
2005
- Zeghbib, Abdelhafid; Palis, Frank; Ouezdou, F.B. Talk (Presentation)
EMG feature evaluation using transparent fuzzy system for hand and finger movements identification.
International Federation for Medical and Biological Engineering (Hrsg.): 3rd European medical & biological Engineering conference, EMBEC `05. IFMBE European conference on biomedical engineering (Prague Czech Republic November 20 - 25 2005). - Proceedings. Zagreb: IFMBE, 2005, 2169, Electronic Resource: IFMBE Proceedings 11. - Zeghbib Abdelhafid; Palis Frank; Tsenov Georgi; Shoylev Nicola; Mladenov Valeri.
Fuzzy systems and neural networks methods to identify hand and finger movements using surface EMG signals.
9th WSEAS international CSCC multiconference: CIRCUITS '05, SYSTEMS '05, COMPUTERS '05, COMMUNICATIONS '05 (Vouliagmeni, Athens, Greece, July 11-16 2005). WSEAS, 2005. - Zeghbib, Abdelhafid; Palis, Frank; Ouezdou, F.B.
EMG-based finger movement classification using transparent fuzzy systems.
4th conference of the European Society for fuzzy logic and technology, EUSFLAT 2005 Barcelona, Spain September 7 - 9 , 2005, Barcelona : Technical Univ. of Catalonia, 2005, S. 816 - 821, ISBN 84-7653-872-3.
http://citeseerx.ist.psu.edu/search?q=%22EMG-based+Finger+Movement+Classification+using+transparent+Fuzzy+System.%22
2004
- Zeghbib Abdelhafid; Palis Frank.
Hand movements identification based on surface EMG signals.
University of Rostock, 11. Symposium 2004. pp. 137 - 140. - Denai M. A.; Palis Frank; Zeghbib Abdelhafid.
ANFIS based modelling and control of non-linear systems: a tutorial.
IEEE international conference on systems, man and cybernetics The Hague, Netherlands October 10-13, 2004.
Thissen, W. (Hrsg.) ; Wieringa, P. (Hrsg.). Piscataway, NJ : IEEE Service Center, 2004, S. 3433 - 3438, (IEEE SMC'2004). - Zeghbib Abdelhafid; Palis Frank.
Gait phases classification with Kalman filter.
Handicap 2004 pour l'essor des technologies d'assistance (3eme conference Paris 17 & 18 Juin 2004). S. 140 - 144.
2003
- Zeghbib Abdelhafid; Palis Frank. Talk (Presentation)
Effective fuzzy identification method to modeling the input output behavior of the knee-joint dynamics.
Rencontres Francophones sur la logique floue et ses applications (LFA '2003 Tours, France, 26-27 novembre 2003. CEPAD, S. 191 - 200. ISBN: 9782854286243
