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Αλέξανδρος Γ. Σφακιανάκης

Saturday, June 29, 2019

A visual encoding model based on deep neural networks and transfer learning for brain activity measured by functional magnetic resonance imaging
Publication date: Available online 27 June 2019Source: Journal of Neuroscience MethodsAuthor(s): Chi Zhang, Kai Qiao, Linyuan Wang, Li Tong, Guoen Hu, Ru-Yuan Zhang, Bin YanAbstractBackgroundBuilding visual encoding models to accurately predict visual responses is a central challenge for current vision-based brain-machine interface techniques. To achieve high prediction accuracy on neural signals, visual encoding models should include precise visual features and appropriate prediction algorithms....
Journal of Neuroscience Methods
20h
RFID-supported video tracking for automated analysis of social behaviour in groups of mice
Publication date: Available online 27 June 2019Source: Journal of Neuroscience MethodsAuthor(s): Tatiana Peleh, Xuesheng Bai, Martien J.H. Kas, Bastian HengererAbstractBackgroundDeficits in social behaviour, e.g. social withdrawal, appear as an early sign of many neuropsychiatric disorders. Investigation of the biological basis of social withdrawal and development of new targets for treatment requires reliable quantification methods of social behaviour.New methodIn order to study behavioural deficits...
Journal of Neuroscience Methods
20h

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