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Accepting PhD Students

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19962020
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Research Output 1996 2018

2018

A soft wearable robotic exoskeleton for rehabilitation of the frozen shoulder

Failes, J. F., Lakany, H. & Conway, B., 6 Sep 2018, p. 221. 1 p.

Research output: Contribution to conferencePoster

Open Access
File
Patient rehabilitation
Pneumatics
Robotics
Adhesives
Computer aided design
1 Citation (Scopus)
Open Access
File
Brain computer interface
Feature extraction
Signal processing
Template matching
Wheelchairs
2017
Patient rehabilitation
Robotics
Open Access
File
Vocal Cords
Fiber optics
Processing
Pathology
Paralysis

Automatic quantification of vocal cord paralysis - an application of fibre-optic endoscopy video processing

Menon, R., Petropoulakis, L., Soraghan, J. J., Lakany, H., MacKenzie, K., Hilmi, O. & Di Caterina, G., 23 Feb 2017, Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies : BIOIMAGING. Setúbal, Portugal, Vol. 2. p. 108-113 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Vocal Cord Paralysis
Endoscopy
Vocal Cords
Fiber optics
Stroboscopy

Brain computer interface: assessment of spinal cord injury patient towards motor movement through EEG application

Syam, S. H. F., Lakany, H., Ahmad, R. B. & Conway, B. A., 11 Dec 2017, In : MATEC Web of Conferences. 140, 4 p., 01027.

Research output: Contribution to journalArticle

Open Access
File
Brain computer interface
Electroencephalography
Brain
Signal analysis
Design of experiments
Open Access
File
Brain computer interface
Electroencephalography
Classifiers
Discriminant analysis
Electrodes

Requirements specification for a wearable robotic exoskeleton for rehabilitation

Lakany, H., 11 Sep 2017, Proceedings of the 20th International Conference on CLAWAR 2017: CLAWAR 2017 : 20th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines. Singapore, p. 605-612 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Patient rehabilitation
Robotics
Specifications
Feedback
Recovery
11 Citations (Scopus)
Open Access
File
Electromyography
Prosthetics
Prostheses and Implants
Amputees
Volunteers

Single trial classification of EEG in predicting intention and direction of wrist movement: translation toward development of four-class brain computer interface system based on a single limb

Syam, S. H. F., Lakany, H. & Conway, BA., 24 Mar 2016, 8th International Conference on Advanced Cognitive Technologies and Applications : COGNITIVE 2016. New York, p. 90-95 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Brain computer interface
Electroencephalography
Electrodes
Brain
Classifiers
2015
2 Citations (Scopus)

Automatic misclassification rejection for LDA classifier using ROC curves

Menon, R., Di Caterina, G., Lakany, H., Petropoulakis, L., Conway, B. & Soraghan, J., Aug 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 482-485 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Electromyography
Classifiers
Prosthetics
Controllability
1 Citation (Scopus)

Evaluation of the feasibility of a novel distance adaptable steady-state visual evoked potential based brain-computer interface

Wu, C-H. & Lakany, H., 1 Apr 2015, 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER). Piscataway, NJ: IEEE, p. 57-60 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Brain computer interface
Bioelectric potentials
Signal detection
Electroencephalography
Scalability
2014

EEG event-related potentials in preparation, planning and execution of arm isometric exertions, localized by surface Laplacian.

Nasseroleslami, B., Lakany, H. & Conway, B. A., 6 Jan 2014, 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER). Piscataway: IEEE, p. 761-764 4 p. (International IEEE/EMBS Conference on Neural Engineering [Proceedings]).

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Brain
Planning
Neurophysiology
Neuroimaging
6 Citations (Scopus)

EEG signatures of arm isometric exertions in preparation, planning and execution

Nasseroleslami, B., Lakany, H. & Conway, B. A., 15 Apr 2014, In : NeuroImage. 90, p. 1-14 14 p.

Research output: Contribution to journalArticle

Open Access
File
Arm
Planning
Ear
Enterprise resource planning
Motor Cortex
8 Citations (Scopus)

Lower arm electromyography (EMG) activity detection using local binary patterns

McCool, P., Chatlani, N., Petropoulakis, L., Soraghan, J., Menon, R. & Lakany, H., 1 Sep 2014, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 22, 5, p. 1003-1012 10 p.

Research output: Contribution to journalArticle

Open Access
File
Electromyography
Arm
Gestures
Forearm
Hand
2013
3 Citations (Scopus)

An investigation into thumb rotation using high density surface electromyography of extrinsic hand muscles

Aranceta-Garza, A., Lakany, H. & Conway, B. A., 1 Dec 2013, Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013. IEEE, p. 3751-3755 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Electromyography
Muscle

Detection of pre movement event-related desynchronization from single trial EEG signal

Soman, K., Reddy, P. & Lakany, H., 15 Jul 2013, 2013 IEEE Conference on Information & Communication Technologies. Piscataway: IEEE, p. 788-792 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Electroencephalography
Brain
Statistical methods
Communication
4 Citations (Scopus)
Open Access
File
Cybernetics
Brain computer interface
Bioelectric potentials
2012
9 Citations (Scopus)

1-D local binary patterns for onset detection of myoelectric signals

McCool, P., Chatlani, N., Petropoulakis, L., Soraghan, J., Menon, R. & Lakany, H., 28 Aug 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO). IEEE, p. 499-503 5 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Bins
Tuning

Impact of stimulus configuration on steady state visual evoked potentials (SSVEP) response

Wu, C-H. & Lakany, H., 22 Jul 2012, The Fourth International Conference on Advanced Cognitive Technologies and Applications: COGNITIVE 2012 . [S.l.]: IARIA, p. 77-82 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Bioelectric potentials
Computer monitors
Electroencephalography
Fast Fourier transforms
2011
27 Citations (Scopus)

EEG decoding of semantic category reveals distributed representations for single concepts

Murphy, B., Poesio, M., Bovolo, F., Bruzzone, L., Dalponte, M. & Lakany, H., Apr 2011, In : Brain and Language. 117, 1, p. 12-22 11 p.

Research output: Contribution to journalArticle

File
Data Mining
Scalp
Semantics
Electroencephalography
Mammals
4 Citations (Scopus)

Event-related (de-)synchronisation in arm isometric exertions: a wavelet analysis

Nasseroleslami, B., Lakany, H. & Conway, B. A., 15 Apr 2011, IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), 2011 . Piscataway, N.J.: IEEE, p. 1-7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Wavelet analysis
Brain
Synchronization
Planning
Frequency bands
6 Citations (Scopus)

Identification of time-frequency EEG features modulated by force direction in arm isometric exertions

Nasseroleslami, B., Lakany, H. & Conway, B. A., 2011, 2011 5th International IEEE/EMBS conference on neural engineering (NER). New York: IEEE, p. 422-425 4 p. (International IEEE EMBS Conference on Neural Engineering).

Research output: Chapter in Book/Report/Conference proceedingChapter

Decoding
Brain
Analysis of variance (ANOVA)
Patient rehabilitation
Pattern recognition

The effects of transcranial stimulation on enhanced physiological tremor: a pilot study

Axford, P., Lakany, H. & Conway, B., 14 Aug 2011, Proceedings of the 6th UKRI PG Conference in Biomedical Engineering and Medical Physics : PGBIOMED 2011. Syed, A. & Hamilton, C. (eds.). Glasgow, p. 31 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

The Strathclyde Brain Computer Interface (S-BCI): the road to clinical translation

Lakany, H., Conway, B. A. & Allan, D. B., 2011, In : International Journal of Bioelectromagnetism. 13, 2, p. 84-85 2 p.

Research output: Contribution to journalArticle

Open Access
File
Brain computer interface
2010
14 Citations (Scopus)

Human behavior integration improves classification rates in real-time BCI

Grychtol, B., Lakany, H., Valsan, G. & Conway, B. A., Aug 2010, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 18, 4, p. 362-368 7 p.

Research output: Contribution to journalArticle

Brain-Computer Interfaces
Brain computer interface
Motivation
Feedback
2009

A virtual reality wheelchair driving simulator for use with a brain-computer interface

Grychtol, B., Lakany, H. & Conway, B. A., 12 Jul 2009, Proceedings of the 5th UKRI PG Conference in Biomedical Engineering and Medical Physics . James, C. J., Demanuele, C. & Jiminez-Gonzalez, A. (eds.). [Oxford]: IEEE UKRI EMBS, p. 67-68 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Brain computer interface
Wheelchairs
Virtual reality
Simulators
Testbeds

Single trial EEG classification of observed wrist movements

Lakany, H., Valsan, G. & Conway, B. A., 29 Apr 2009, Proceedings of the 4th International IEEE/EMBS Conference on Neural Engineering, 2009. NER '09. IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Electroencephalography
Brain computer interface
Analysis of variance (ANOVA)
Principal component analysis
Brain
10 Citations (Scopus)

The strathclyde brain computer interface

Valsan, G., Grychtol, B., Lakany, H. & Conway, B. A., 2009, p. 606-609. 3 p.

Research output: Contribution to conferencePaper

Brain computer interface
Wheelchairs
Virtual reality
Electroencephalography
Principal component analysis
2008
20 Citations (Scopus)

A fuzzy inference system for fault detection and isolation: application to a fluid system

White, C. J. & Lakany, H., Oct 2008, In : Expert Systems with Applications. 35, 3, p. 1021-1033 13 p.

Research output: Contribution to journalArticle

Fuzzy inference
Fault detection
Evolutionary algorithms
Fluids
Fuzzy rules
59 Citations (Scopus)

Extracting a diagnostic gait signature

Lakany, H., May 2008, In : Pattern Recognition. 41, 5, p. 1627-1637 11 p.

Research output: Contribution to journalArticle

Self organizing maps
Pathology
Kinematics
Trajectories

Extracting multi-dimensional control signals from self-initiated movements

Conway, B. A., Valsan, G. & Lakany, H., 19 Nov 2008.

Research output: Contribution to conferencePaper

Electroencephalography
Brain computer interface
Computer monitors
Regain
Electrodes

Predicting category specific effects in single subject electrophysiological activity

Murphy, B., Bruzzone, L., Dalponte, M., Poesio, M. & Lakany, H., 2008.

Research output: Contribution to conferencePaper

2007
10 Citations (Scopus)

An investigation into the application of fuzzy logic control to industrial gas turbines

Lakany, H. & Nelson, G. M., 2007, In : Journal of Engineering for Gas Turbines and Power. 129, 4, p. 7-10 3 p.

Research output: Contribution to journalArticle

Fuzzy logic
Gas turbines
Ventilation exhausts
Heuristic methods
Temperature control
17 Citations (Scopus)

Understanding intention of movement from electroencephalograms

Lakany, H. & Conway, B. A., 2007, In : Expert Systems. 24, 5, p. 295-304 9 p.

Research output: Contribution to journalArticle

Electroencephalography
Brain
Brain computer interface
Knowledge based systems
Support vector machines
2006

On feature selection for brain computer interfaces

Lakany, H., 2006, In : Clinical Neurophysiology. 117, S71

Research output: Contribution to journalArticle

Brain-Computer Interfaces
Passive Cutaneous Anaphylaxis
Electroencephalography
Wrist
Wavelet Analysis
Spinal Cord Injuries
Electroencephalography
Brain-Computer Interfaces
Wrist
Ankle

Predicting intention and direction of wrist movement from EEG

Valsan, G., Worrajiran, P., Lakany, H. & Conway, B. A., 19 Jul 2006, Advances in Medical, Signal and Information Processing, 2006. MEDSIP 2006. IET 3rd International Conference On. 520 ed. Stevenage, United Kingdom, p. 30 (IET Conference Publications).

Research output: Chapter in Book/Report/Conference proceedingChapter

Electroencephalography
Brain computer interface
Bioelectric potentials
Principal component analysis
Feature extraction

Sensorimotor cortex activation in spinal cord injured patients: spatio-temporal evidence

Lakany, H., Izzeldin, I. M., Allan, D. B. & Conway, B. A., 17 Jul 2006, IET 3rd International Conference On Advances in Medical, Signal and Information Processing, 2006. MEDSIP 2006. Piscataway, N.J.: IEEE, p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Chemical activation
Brain computer interface
Electroencephalography
Wavelet transforms
Association reactions

Spectral analysis of category-specific knowledge in the intact brain

Lakany, H., 30 Aug 2006, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2006. EMBS '06. Piscataway, N.J.: IEEE, 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Electroencephalography
Spectrum analysis
Brain
Magnetic Resonance Imaging
2005

Classification of wrist movements using EEG-based wavelets features

Lakany, H. & Conway, B. A., Sep 2005, Shanghai, China: IEEE. (27th Annual International Conference of the Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005)

Research output: Book/ReportBook

Electroencephalography
Brain computer interface
Wheelchairs
Principal component analysis
Wavelet transforms

Comparing EEG patterns of actual and imaginary wrist movements - a machine learning approach

Lakany, H. & Conway, B. A., Dec 2005, Cairo, Egypt. 4 p. (Proceedings of the first ICGST International Conference on Artificial Intelligence and Machine Learning AIML 05)

Research output: Book/ReportBook

Open Access
File
Electroencephalography
Learning systems
Brain computer interface
Feature extraction
4 Citations (Scopus)

EEG classification based on movement direction and displacement

Lakany, H., Worrajiran, P., Valsan, G. & Conway, B. A., 2005, p. 5404-5407. 3 p.

Research output: Contribution to conferencePaper

Electroencephalography
Brain computer interface
Wheelchairs
Principal component analysis
Wavelet transforms
Electroencephalography
Signal processing
5 Citations (Scopus)

Steering a wheelchair by thought

Lakany, H. & Lakany, H., 29 Jun 2005, In : The IEE International Workshop on Intelligent Environments. p. 199-202 3 p.

Research output: Contribution to journalArticle

Wheelchairs
Electroencephalography
Principal component analysis
Wavelet transforms
Classifiers
2003

Extracting diagnostic gait signatures for cerebral palsy patients

Lakany, H., Oct 2003, In : Gait and Posture. 18, Supplement 2, p. 31

Research output: Contribution to journalArticle

Cerebral Palsy
Gait
Walking
Locomotion
Biomechanical Phenomena

Functional imaging in subjects at high risk of schizophrenia

Whalley, H. C., Simonotto, E., Goddard, N. J., Marshall, I. G., Flett, S. & Lakany, H., 2003, In : Schizophrenia Research. 60, 1, p. 237-237 1 p.

Research output: Contribution to journalArticle

Schizophrenia

Gender recognition of children from gait data using artificial neural networks

Lakany, H. & Spanoudaki, S., 2003, In : Gait and Posture. 18, Supplement 2, p. 39-40 1 p.

Research output: Contribution to journalArticle

Gait
Ankle
Neural Networks (Computer)
Learning
Neurons

Kinematics variations of gait from two 5 Km cross-country races

Lakany, H. & Harun, H., Jun 2003.

Research output: Contribution to conferencePaper

gait
kinematics
athletes
silicon