219 citations · 297 across the 4 of their papers we have counts for
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cs.LG2020★ 76 cited
A Review of Hidden Markov Models and Recurrent Neural Networks for Event Detection and Localization in Biomedical Signals
Yassin Khalifa, Danilo Mandic, Ervin Sejdić
Biomedical signals carry signature rhythms of complex physiological processes that control our daily bodily activity. The properties of these rhythms indicate the nature of interac…
cs.LG2019
Single neuron-based neural networks are as efficient as dense deep neural networks in binary and multi-class recognition problems
Yassin Khalifa, Justin Hawks, Ervin Sejdic
Recent advances in neuroscience have revealed many principles about neural processing. In particular, many biological systems were found to reconfigure/recruit single neurons to ge…