Beth Jelfs
Beth Jelfs
VC Research Fellow, RMIT University
Verified email at - Homepage
Cited by
Cited by
Self-recalibrating surface EMG pattern recognition for neuroprosthesis control based on convolutional neural network
X Zhai, B Jelfs, RHM Chan, C Tin
Frontiers in neuroscience 11, 379, 2017
An augmented echo state network for nonlinear adaptive filtering of complex noncircular signals
Y Xia, B Jelfs, MM Van Hulle, JC Príncipe, DP Mandic
IEEE Transactions on Neural Networks 22 (1), 74-83, 2010
Collaborative adaptive learning using hybrid filters
D Mandic, P Vayanos, C Boukis, B Jelfs, SL Goh, T Gautama, T Rutkowski
2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007
Short latency hand movement classification based on surface EMG spectrogram with PCA
X Zhai, B Jelfs, RHM Chan, C Tin
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
An adaptive approach for the identification of improper complex signals
B Jelfs, DP Mandic, SC Douglas
Signal processing 92 (2), 335-344, 2012
Impairment of cognitive function by chemotherapy: association with the disruption of phase-locking and synchronization in anterior cingulate cortex
L Mu, J Wang, B Cao, B Jelfs, RHM Chan, X Xu, M Hasan, X Zhang, Y Li
Molecular Brain 8 (1), 32, 2015
Characterisation of signal modality: exploiting signal nonlinearity in machine learning and signal processing
B Jelfs, S Javidi, P Vayanos, D Mandic
Journal of Signal Processing Systems 61 (1), 105-115, 2010
Vagus Nerve Stimulation Alters Phase Synchrony of the Anterior Cingulate Cortex and Facilitates Decision Making in Rats
B Cao, J Wang, M Shahed, B Jelfs, RHM Chan, Y Li
Scientific reports 6, 35135, 2016
Modelling of brain consciousness based on collaborative adaptive filters
L Li, Y Xia, B Jelfs, J Cao, DP Mandic
Neurocomputing 76 (1), 36-43, 2012
A class of adaptively regularised PNLMS algorithms
B Jelfs, DP Mandic, J Benesty
2007 15th International Conference on Digital Signal Processing, 19-22, 2007
Computational classification of different wild-type zebrafish strains based on their variation in light-induced locomotor response
Y Gao, G Zhang, B Jelfs, R Carmer, P Venkatraman, M Ghadami, ...
Computers in biology and medicine 69, 1-9, 2016
Theta-frequency phase-locking of single anterior cingulate cortex neurons and synchronization with the medial thalamus are modulated by visceral noxious stimulation in rats
J Wang, B Cao, TR Yu, B Jelfs, J Yan, RHM Chan, Y Li
Neuroscience 298, 200-210, 2015
Normalised Mutual Information of High-Density Surface Electromyography during Muscle Fatigue
A Bingham, SP Arjunan, B Jelfs, DK Kumar
Entropy 19 (12), 697, 2017
A unifying approach to the derivation of the class of PNLMS algorithms
B Jelfs, DP Mandic, A Cichocki
2007 15th International Conference on Digital Signal Processing, 35-38, 2007
Blind extraction of noncircular complex signals using a widely linear predictor
S Javidi, B Jelfs, DP Mandic
2009 IEEE/SP 15th Workshop on Statistical Signal Processing, 501-504, 2009
Online tracking of the degree of nonlinearity within complex signals
DP Mandic, P Vayanos, S Javidi, B Jelfs, K Aihara
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE …, 2008
Impairment of decision making and disruption of synchrony between basolateral amygdala and anterior cingulate cortex in the maternally separated rat
B Cao, J Wang, X Zhang, X Yang, DCH Poon, B Jelfs, RHM Chan, ...
Neurobiology of Learning and Memory 136, 74-85, 2016
Cross-frequency information transfer from EEG to EMG in grasping
WKY So, L Yang, B Jelfs, Q She, SWH Wong, JN Mak, RHM Chan
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
Collaborative adaptive filtering in the complex domain
B Jelfs, Y Xia, DP Mandic, SC Douglas
2008 IEEE Workshop on Machine Learning for Signal Processing, 421-425, 2008
An online method for detecting nonlinearity within a signal
B Jelfs, P Vayanos, M Chen, SL Goh, C Boukis, T Gautama, T Rutkowski, ...
International Conference on Knowledge-Based and Intelligent Information and …, 2006
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