Advancing brain-inspired computing with hybrid neural networks

F Liu, H Zheng, S Ma, W Zhang, X Liu… - National Science …, 2024 - academic.oup.com
Brain-inspired computing, drawing inspiration from the fundamental structure and
information-processing mechanisms of the human brain, has gained significant momentum …

Top-down perceptual inference sha** the activity of early visual cortex

F Csikor, B Meszéna, G Orbán - BioRxiv, 2023 - biorxiv.org
Deep discriminative models provide remarkable insights into hierarchical processing in the
brain by predicting neural activity along the visual pathway. However, these models differ …

[HTML][HTML] Top-down modulation of visual cortical stimulus encoding and gamma independent of firing rates

CM Lewis, T Wunderle, P Fries - bioRxiv, 2024 - ncbi.nlm.nih.gov
Neurons in primary visual cortex integrate sensory input with signals reflecting the animal's
internal state to support flexible behavior. Internal variables, such as expectation, attention …