132 citations · 283 across the 7 of their papers we have counts for
7 papers
Representation learning in cerebellum-like structures
Lucas Rudelt, Fabian Mikulasch, Viola Priesemann +1
Animals use past experiences to adapt future behavior. To enable this rapid learning, vertebrates and invertebrates have evolved analogous neural structures like the vertebrate cer…
Neural mechanisms of predictive processing: a collaborative community experiment through the OpenScope program
Ido Aizenbud, Nicholas Audette, Ryszard Auksztulewicz +50
This review synthesizes advances in predictive processing within the sensory cortex. Predictive processing theorizes that the brain continuously predicts sensory inputs, refining n…
Signatures of hierarchical temporal processing in the mouse visual system
Lucas Rudelt, Daniel González Marx, F. Paul Spitzner +3
A core challenge for the brain is to process information across various timescales. This could be achieved by a hierarchical organization of temporal processing through intrinsic m…
Dendritic predictive coding: A theory of cortical computation with spiking neurons
Fabian A. Mikulasch, Lucas Rudelt, Michael Wibral +1
Top-down feedback in cortex is critical for guiding sensory processing, which has prominently been formalized in the theory of hierarchical predictive coding (hPC). However, experi…
Local dendritic balance enables learning of efficient representations in networks of spiking neurons
Fabian Alexander Mikulasch, Lucas Rudelt, Viola Priesemann
How can neural networks learn to efficiently represent complex and high-dimensional inputs via local plasticity mechanisms? Classical models of representation learning assume that…
Dynamic Adaptive Computation: Tuning network states to task requirements
Jens Wilting, Jonas Dehning, Joao Pinheiro Neto +4
Neural circuits are able to perform computations under very diverse conditions and requirements. The required computations impose clear constraints on their fine-tuning: a rapid an…
Breakdown of local information processing may underlie isoflurane anesthesia effects
Patricia Wollstadt, Kristin K. Sellers, Lucas Rudelt +4
The disruption of coupling between brain areas has been suggested as the mechanism underlying loss of consciousness in anesthesia. This hypothesis has been tested previously by mea…