Zhumagambetov, Rustam; Kazbek, Daniyar; Shakipov, Mansur; Maksut, Daulet; Peshkov, Vsevolod A.; Fazli, Siamac(Royal Society of Chemistry, 2020-12-22)
Several recent ML algorithms for de novo molecule generation have been utilized to create an open-access database of virtual molecules. The algorithms were trained on samples from ZINC, a free database of commercially ...
Kang, Taeho; Chen, Yiyu; Fazli, Siamac; Wallraven, Christian(Institute of Electrical and Electronics Engineers, 2020-09-10)
Previous Electroencephalography (EEG) and neuroimaging studies have found differences between brain signals for subsequently remembered and forgotten items during learning of items - it has even been shown that single trial ...
Lee, Min-Ho; Kwon, O-Yeon; Kim, Yong-Jeong; Kim, Hong-Kyung; Lee, Young-Eun; Williamson, John; Fazli, Siamac; Lee, Seong-Whan(Oxford University Press, 2019-05)
Background
Electroencephalography (EEG)-based brain-computer interface (BCI) systems are mainly divided into three major paradigms: motor imagery (MI), event-related potential (ERP), and steady-state visually evoked ...
Event-related potentials (ERPs) represent neuronal activity in the brain elicited by external visual or auditory stimulation and are widely used in brain-computer interface (BCI) systems. The ERP responses are elicited a ...
Recent advances in convolutional neural networks have inspired the application of deep learning to other
disciplines. Even though image processing and natural language processing have turned out to be the most
successful, ...
Submission guide