| 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 | 140 | 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 | 105 | 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 | 53 | 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 | 35 | 2016 |
| An adaptive approach for the identification of improper complex signals B Jelfs, DP Mandic, SC Douglas Signal processing 92 (2), 335-344, 2012 | 27 | 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 | 25 | 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 | 22 | 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 (1), 1-12, 2016 | 19 | 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 | 18 | 2015 |
| 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 | 17 | 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 | 15 | 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 | 15 | 2007 |
| 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 | 13 | 2019 |
| Normalised Mutual Information of High-Density Surface Electromyography during Muscle Fatigue A Bingham, SP Arjunan, B Jelfs, DK Kumar Entropy 19 (12), 697, 2017 | 13 | 2017 |
| 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 | 12 | 2016 |
| 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 | 11 | 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 | 10 | 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 | 10 | 2008 |
| 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 | 9 | 2019 |
| 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 | 8 | 2016 |
Danilo MandicDepartment of Electrical and Electronic Engineering, Imperial College London, United KingdomVerified email at imperial.ac.uk
