Personal information

United Kingdom

Biography

Dr Aboozar Taherkhani currently works at Faculty of Computing, Engineering and Media, De Montfort University, UK. Previously he was a full-time research fellow at the Computational Neuroscience and Cognitive Robotics Laboratory, at Nottingham Trent University, Nottingham, UK. He worked as a research fellow on the Leverhulme Trust Research Project entitled “Novel Approaches for Constructing Optimised Multimodal Data Spaces”. He received the Ph.D. degree from Ulster University, Londonderry, U.K in 2017. Aboozar does research in Computer Science and Neuroscience. His current research interests include artificial intelligence, spiking neural network, deep neural network, complex system theory, and nonlinear signal processing.

Activities

Employment (2)

De Montford University: Leicester, Leicestershire, GB

2019-11-01 to present | Senior Lecturer (Faculty of Computing, Engineering and Media)
Employment
Source: Self-asserted source
Aboozar Taherkhani

Nottingham Trent University: Nottingham, Nottinghamshire, GB

2016-11-01 to 2019-10-31
Employment
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Aboozar Taherkhani

Education and qualifications (1)

Ulster University: Londonderry, Northern Ireland, GB

2013-01-01 to 2017-06-10 | PhD/Dr (School of Computing & Engineering)
Education
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Aboozar Taherkhani

Works (23)

PointCloud-At: Point Cloud Convolutional Neural Networks with Attention for 3D Data Processing

Sensors
2024-10 | Journal article | Author
Contributors: Saidu Umar; Aboozar Taherkhani
Source: check_circle
Multidisciplinary Digital Publishing Institute

AdaBoost-CNN: An Adaptive Boosting algorithm for Convolutional Neural Networks to classify Multi-Class Imbalanced datasets using Transfer Learning

Neurocomputing
2020-05-12 | Journal article
Part of ISSN: 0925-2312
Source: Self-asserted source
Aboozar Taherkhani

Activity recognition from multi-modal sensor data using a deep convolutional neural network

Advances in Intelligent Systems and Computing
2019 | Book
EID:

2-s2.0-85057093230

Contributors: Taherkhani, A.; Cosma, G.; Alani, A.A.; McGinnity, T.M.
Source: Self-asserted source
Aboozar Taherkhani via Scopus - Elsevier

A review of learning in biologically plausible spiking neural networks

Neural Networks
2019-10 | Journal article
Part of ISSN: 0893-6080
Source: Self-asserted source
Aboozar Taherkhani

Optimization of output spike train encoding for a spiking neuron based on its spatiotemporal input pattern

IEEE Transactions on Cognitive and Developmental Systems
2019-04-11 | Journal article
Source: Self-asserted source
Aboozar Taherkhani

A Supervised Learning Algorithm for Learning Precise Timing of Multiple Spikes in Multilayer Spiking Neural Networks

IEEE Transactions on Neural Networks and Learning Systems
2018 | Journal article
EID:

2-s2.0-85042864813

Contributors: Taherkhani, A.; Belatreche, A.; Li, Y.; Maguire, L.P.
Source: Self-asserted source
Aboozar Taherkhani via Scopus - Elsevier

Deep-FS: A feature selection algorithm for Deep Boltzmann Machines

Neurocomputing
2018 | Journal article
EID:

2-s2.0-85054196401

Contributors: Taherkhani, A.; Cosma, G.; McGinnity, T.M.
Source: Self-asserted source
Aboozar Taherkhani via Scopus - Elsevier

Fingerprint classification using a deep convolutional neural network

2018 4th International Conference on Information Management, ICIM 2018
2018 | Conference paper
EID:

2-s2.0-85050069881

Contributors: Pandya, B.; Cosma, G.; Alani, A.A.; Taherkhani, A.; Bharadi, V.; McGinnity, T.M.
Source: Self-asserted source
Aboozar Taherkhani via Scopus - Elsevier

Hand gesture recognition using an adapted convolutional neural network with data augmentation

2018 4th International Conference on Information Management, ICIM 2018
2018 | Conference paper
EID:

2-s2.0-85050108328

Contributors: Alani, A.A.; Cosma, G.; Taherkhani, A.; McGinnity, T.M.
Source: Self-asserted source
Aboozar Taherkhani via Scopus - Elsevier

On-line voltage stability monitoring using an Ensemble AdaBoost classifier

2018 4th International Conference on Information Management, ICIM 2018
2018 | Conference paper
EID:

2-s2.0-85050097490

Contributors: Maaji, S.S.; Cosma, G.; Taherkhani, A.; Alani, A.A.; McGinnity, T.M.
Source: Self-asserted source
Aboozar Taherkhani via Scopus - Elsevier

DL-ReSuMe: A Delay Learning-Based Remote Supervised Method for Spiking Neurons

IEEE Transactions on Neural Networks and Learning Systems
2015 | Journal article
Contributors: Aboozar Taherkhani; Ammar Belatreche; Yuhua Li; Liam P. Maguire
Source: Self-asserted source
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EDL: An Extended Delay Learning Based Remote Supervised Method for Spiking Neurons

Neural Information Processing
2015 | Other
Contributors: Aboozar Taherkhani; Ammar Belatreche; Yuhua Li; Liam P. Maguire
Source: Self-asserted source
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Multi-DL-ReSuMe: Multiple neurons Delay Learning Remote Supervised Method

2015 International Joint Conference on Neural Networks (IJCNN)
2015-07 | Conference paper
Contributors: Aboozar Taherkhani; Ammar Belatreche; Yuhua Li; Liam P. Maguire
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A new biologically plausible supervised learning method for spiking neurons

22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings
2014 | Conference paper
EID:

2-s2.0-84962022119

Contributors: Taherkhani, A.; Belatreche, A.; Li, Y.; Maguire, L.
Source: Self-asserted source
Aboozar Taherkhani via Scopus - Elsevier

Can the Chaotic Nature of Parkinson’s Disease Be Used to Evaluate the Effect of Medication on Parkinson's Disease Symptoms?

The Journal of Neuropsychiatry and Clinical Neurosciences
2013-01 | Journal article
Contributors: Aboozar Taherkhani
Source: Self-asserted source
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Design of a chaotic neural network for training and retrieval of grayscale and binary patterns

Neurocomputing
2011-10 | Journal article
Contributors: A. Taherkhani; S.A. Seyyedsalehi; A.H. Jafari
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Robust pattern recognition using chaotic dynamics in Attractor Recurrent Neural Network

The 2010 International Joint Conference on Neural Networks (IJCNN)
2010-07 | Conference paper
Contributors: M. Azarpour; S. A. Seyyedsalehi; A. Taherkhani
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Design of a chaotic neural network by using chaotic nodes and NDRAM network

Proceedings of the International Joint Conference on Neural Networks
2008 | Conference paper
EID:

2-s2.0-56349085618

Contributors: Taherkhani, A.; Mohammadi, A.; Seyyedsalehi, S.A.; Davande, H.
Source: Self-asserted source
Aboozar Taherkhani via Scopus - Elsevier

Design of Chaotic Neural Network for Robust Phoneme Recognition

2008 IEEE International Symposium on Signal Processing and Information Technology
2008 | Conference paper
Contributors: Aboozar Taherkhani; Seyyed Ali Seyyedsalehi; Arash Mohammadi
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Missing Feature reconstruction with Multivariate Laplace distribution (MLD) for noise robust phoneme recognition

2008 3rd International Symposium on Communications, Control and Signal Processing
2008-03 | Conference paper
Contributors: Arash Mohammadi; Farshad Almasganj; Aboozar Taherkhani; Farnoosh Naderkhani
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Nonlinear Signal Processing for Voice Disorder Detection by Using Modified GP Algorithm and Surrogate Data Analysis

2007 IEEE International Symposium on Signal Processing and Information Technology
2007 | Conference paper
Contributors: Aboozar Taherkhani; Seyyed Ali Seyyedsalehi; Arash Mohammadi; Mohammad Hasan Moradi
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Using Phoneme Segmentation in Conjunction with Missing Feature Approaches for Noise Robust Speech Recognition

2007 IEEE International Symposium on Signal Processing and Information Technology
2007 | Conference paper
Contributors: Arash Mohammadi; Farshad Almasganj; Aboozar Taherkhani; Farnoosh Naderkhani
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Is the Migraine Headache Ameliorated by Enhancing Chloride Current?

The Journal of Neuropsychiatry and Clinical Neurosciences
2007-07 | Journal article
Contributors: Shahriar Gharibzadeh; Aboozar Taherkhani; Mohammad Sadeghzadeh
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