Beth Jelfs
Beth Jelfs
VC Research Fellow, RMIT University
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα rmit.edu.au - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
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
1742017
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
1112010
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
522007
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
372016
An adaptive approach for the identification of improper complex signals
B Jelfs, DP Mandic, SC Douglas
Signal processing 92 (2), 335-344, 2012
292012
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
282015
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 (1), 1-12, 2016
222016
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
212015
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
212010
Prosthetic hand control: A multidisciplinary review to identify strengths, shortcomings, and the future
DK Kumar, B Jelfs, X Sui, SP Arjunan
Biomedical Signal Processing and Control 53, 101588, 2019
202019
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
192016
A class of adaptively regularised PNLMS algorithms
B Jelfs, DP Mandic, J Benesty
2007 15th International Conference on Digital Signal Processing, 19-22, 2007
192007
Normalised Mutual Information of High-Density Surface Electromyography during Muscle Fatigue
A Bingham, SP Arjunan, B Jelfs, DK Kumar
Entropy 19 (12), 697, 2017
182017
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
172016
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
162012
Which Gait Parameters and Walking Patterns Show the Significant Differences Between Parkinson’s Disease and Healthy Participants?
SM Keloth, R Viswanathan, B Jelfs, S Arjunan, S Raghav, D Kumar
Biosensors 9 (2), 59, 2019
122019
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
112007
Complexity Measures of Voice Recordings as a Discriminative Tool for Parkinson’s Disease
R Viswanathan, SP Arjunan, A Bingham, B Jelfs, P Kempster, S Raghav, ...
Biosensors 10 (1), 1, 2020
102020
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
102009
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
102008
Δεν είναι δυνατή η εκτέλεση της ενέργειας από το σύστημα αυτή τη στιγμή. Προσπαθήστε ξανά αργότερα.
Άρθρα 1–20