Azarakhsh Jalalvand
Azarakhsh Jalalvand
Senior Data Scientist at Ghent University-imec
Geverifieerd e-mailadres voor ugent.be - Homepage
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Phoneme recognition with large hierarchical reservoirs
F Triefenbach, A Jalalvand, B Schrauwen, JP Martens
Advances in neural information processing systems 23, 2010
Indoor person identification using a low-power FMCW radar
B Vandersmissen, N Knudde, A Jalalvand, I Couckuyt, A Bourdoux, ...
IEEE Transactions on Geoscience and Remote Sensing 56 (7), 3941-3952, 2018
Acoustic modeling with hierarchical reservoirs
F Triefenbach, A Jalalvand, K Demuynck, JP Martens
IEEE Transactions on Audio, Speech, and Language Processing 21 (11), 2439-2450, 2013
Real-time reservoir computing network-based systems for detection tasks on visual contents
A Jalalvand, G Van Wallendael, R Van de Walle
2015 7th International Conference on Computational Intelligence …, 2015
On the application of reservoir computing networks for noisy image recognition
A Jalalvand, K Demuynck, W De Neve, JP Martens
Neurocomputing 277, 237-248, 2018
Connected digit recognition by means of reservoir computing
A Jalalvand, F Triefenbach, D Verstraeten, JP Martens
Twelfth Annual Conference of the International Speech Communication Association, 2011
Robust continuous digit recognition using reservoir computing
A Jalalvand, F Triefenbach, K Demuynck, JP Martens
Computer Speech & Language 30 (1), 135-158, 2015
Towards using reservoir computing networks for noise-robust image recognition
A Jalalvand, W De Neve, R Van de Walle, JP Martens
2016 International Joint Conference on Neural Networks (IJCNN), 1666-1672, 2016
Indoor tracking of multiple persons with a 77 GHz MIMO FMCW radar
N Knudde, B Vandersmissen, K Parashar, I Couckuyt, A Jalalvand, ...
2017 European Radar Conference (EURAD), 61-64, 2017
Indoor human activity recognition using high-dimensional sensors and deep neural networks
B Vandersmissen, N Knudde, A Jalalvand, I Couckuyt, T Dhaene, ...
Neural Computing and Applications 32 (16), 12295-12309, 2020
Optimized discriminative transformations for speech features based on minimum classification error
B Zamani, A Akbari, B Nasersharif, A Jalalvand
Pattern Recognition Letters 32 (7), 948-955, 2011
Multivariate time series for data-driven endpoint prediction in the basic oxygen furnace
DA Sala, A Jalalvand, A Van Yperen-De Deyne, E Mannens
2018 17th IEEE International Conference on Machine Learning and Applications …, 2018
Multipitch tracking in music signals using echo state networks
P Steiner, S Stone, P Birkholz, A Jalalvand
2020 28th European Signal Processing Conference (EUSIPCO), 126-130, 2021
Radar signal processing for human identification by means of reservoir computing networks
A Jalalvand, B Vandersmissen, W De Neve, E Mannens
2019 IEEE Radar Conference (RadarConf), 1-6, 2019
Continuous digit recognition in noise: Reservoirs can do an excellent job!
A Jalalvand, F Triefenbach, JP Martens
Thirteenth Annual Conference of the International Speech Communication …, 2012
Alleviating manual feature engineering for part-of-speech tagging of twitter microposts using distributed word representations
F Godin, B Vandersmissen, A Jalalvand, W De Neve, R Van de Walle
Workshop on Modern Machine Learning and Natural Language Processing, NIPS 68, 2014
Adaptive multicast routing method for 3D mesh-based Networks-on-Chip
P Bahrebar, A Jalalvand, D Stroobandt
2014 27th IEEE International System-on-Chip Conference (SOCC), 70-75, 2014
Feature engineering and stacked echo state networks for musical onset detection
P Steiner, A Jalalvand, S Stone, P Birkholz
2020 25th International Conference on Pattern Recognition (ICPR), 9537-9544, 2021
Design of reservoir computing systems for noise-robust speech and handwriting recognition
A Jalalvand, K Demuynck, W De Neve, R Van de Walle, JP Martens
Proceedings of the 28th Conference on Graphics, Patterns and Images …, 2015
Speech recognition with a competitive probabilistic radial basis neural network
N Yousefian, A Jalalvand, P Ahmadi, M Analoui
2008 4th International IEEE Conference Intelligent Systems 1, 7-19-7-23, 2008
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