Cochlea to categories: The spatiotemporal dynamics of semantic auditory representations

MX Lowe, Y Mohsenzadeh, B Lahner… - Cognitive …, 2021 - Taylor & Francis
How does the auditory system categorize natural sounds? Here we apply multimodal
neuroimaging to illustrate the progression from acoustic to semantically dominated …

Decoding Attentional Control from Noninvasive Measures in Humans

W An - 2021 - search.proquest.com
Auditory selective attention enables us to focus on one sound within a mixture of noises.
Unlike in vision, where we can easily shift attention by moving the eyes, auditory attention …

[PDF][PDF] Convolutional neural networks in vision neuroscience

K Seeliger - 2021 - repository.ubn.ru.nl
Automatic object recognition has been a long-standing and difficult research problem in
computer vision. A few years ago, driven by the availability of large-scale computing and …

[PDF][PDF] Cross-modal emotion recognition: How similar are patterns between DNNs and human fMRI data?

C Korn, S Redzepovic, J Gläscher, M Kerzel, P Barros… - informatik.uni-hamburg.de
Deep neural networks (DNNs) have reached human-like performance in many perceptual
classification tasks including emotion recognition from human faces and voices. Can the …