no code implementations • 23 May 2023 • Harry J. Davies, Ghena Hammour, Marek Zylinski, Amir Nassibi, Danilo P. Mandic
Through its operation as a Matched Filter, the encoder searches for matches with an ECG template pattern in the input signal, prior to filtering the matches with the subsequent convolutional layers and selecting peaks corresponding to true ECG matches.
no code implementations • 14 Sep 2021 • Harry J. Davies, Ghena Hammour, Hongjian Xiao, Danilo P. Mandic
Overall, the proposed apparatus provides us with a simple, effective and physically meaningful way to generate faithful surrogate breathing disorder waveforms, a prerequisite for the use of artificial intelligence in respiratory health.
no code implementations • 3 Jan 2021 • Harry J. Davies, Ian Williams, Ghena Hammour, Metin Yarici, Barry M. Seemungal, Danilo P. Mandic
Classification of cognitive workload promises immense benefit in diverse areas ranging from driver safety to augmenting human capability through closed loop brain computer interface.