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Transformers and cortical waves: encoders for pulling in context across time
The capabilities of transformer networks such as ChatGPT and other large language models
(LLMs) have captured the world's attention. The crucial computational mechanism …
(LLMs) have captured the world's attention. The crucial computational mechanism …
Stability from subspace rotations and traveling waves
Cortical activity shows stability, including the ability to recover from disruptions. We analyzed
spiking from the prefrontal cortex (PFC) of monkeys performing working memory tasks with …
spiking from the prefrontal cortex (PFC) of monkeys performing working memory tasks with …
Recurrent cortical networks encode natural sensory statistics via sequence filtering
Recurrent neural networks can generate dynamics, but in sensory cortex it has been unclear
if any dynamic processing is supported by the dense recurrent excitatory-excitatory network …
if any dynamic processing is supported by the dense recurrent excitatory-excitatory network …
Active filtering of sequences of neural activity by recurrent circuits of sensory cortex
In daily life, organisms interact with a sensory world that dynamically changes from moment
to moment. Recurrent neural networks can generate dynamics, but in sensory cortex any …
to moment. Recurrent neural networks can generate dynamics, but in sensory cortex any …
A model for cortical activity sequences
Networks of neurons in the brain, that act on a timescale of milliseconds, can intrinsically
generate reliable sequential activity on slow behavioral timescales of seconds. A possible …
generate reliable sequential activity on slow behavioral timescales of seconds. A possible …
Cortex-wide spatiotemporal motifs of theta oscillations are coupled to freely moving behavior
NJ Sattler, M Wehr - bioRxiv, 2024 - biorxiv.org
Multisensory information is combined across the cortex and assimilated into the continuous
production of ongoing behavior. In the hippocampus, theta oscillations (4-12 Hz) radiate as …
production of ongoing behavior. In the hippocampus, theta oscillations (4-12 Hz) radiate as …
Planar, Spiral, and Concentric Traveling Waves Distinguish Cognitive States in Human Memory
A fundamental challenge in neuroscience is explaining how widespread brain regions
flexibly interact to support behaviors. We hypothesize that a mechanism of neural …
flexibly interact to support behaviors. We hypothesize that a mechanism of neural …
Stability from subspace rotations and traveling waves
E Miller, T Batabyal, S Brincat, J Donoghue… - 2024 - researchsquare.com
Cortical activity shows stability, including the ability to recover from disruptions. We analyzed
spiking from the prefrontal cortex (PFC) of monkeys performing working memory tasks with …
spiking from the prefrontal cortex (PFC) of monkeys performing working memory tasks with …