33 citations · 83 across the 10 of their papers we have counts for
10 papers · 1 filter
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…
Current State and Future Directions for Learning in Biological Recurrent Neural Networks: A Perspective Piece
Luke Y. Prince, Roy Henha Eyono, Ellen Boven +9
We provide a brief review of the common assumptions about biological learning with findings from experimental neuroscience and contrast them with the efficiency of gradient-based l…
Cortical credit assignment by Hebbian, neuromodulatory and inhibitory plasticity
Johnatan Aljadeff, James D'amour, Rachel E. Field +2
The cortex learns to make associations between stimuli and spiking activity which supports behaviour. It does this by adjusting synaptic weights. The complexity of these transforma…
Learning spatiotemporal signals using a recurrent spiking network that discretizes time
Amadeus Maes, Mauricio Barahona, Claudia Clopath
Learning to produce spatiotemporal sequences is a common task that the brain has to solve. The same neural substrate may be used by the brain to produce different sequential behavi…
Chaos in Homeostatically Regulated Neural Systems
Wilten Nicola, Peter Hellyer, Sue Ann Campbell +1
Low-dimensional yet rich dynamics often emerge in the brain. Examples include oscillations and chaotic dynamics during sleep, epilepsy, and voluntary movement. However, a general m…
Gap junction plasticity can lead to spindle oscillations
Guillaume Pernelle, Wilten Nicola, Claudia Clopath
Patterns of waxing and waning oscillations, called spindles, are observed in multiple brain regions during sleep. Spindle are thought to be involved in memory consolidation. The or…