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Mixed selectivity: Cellular computations for complexity
The property of mixed selectivity has been discussed at a computational level and offers a
strategy to maximize computational power by adding versatility to the functional role of each …
strategy to maximize computational power by adding versatility to the functional role of each …
Computational role of structure in neural activity and connectivity
One major challenge of neuroscience is identifying structure in seemingly disorganized
neural activity. Different types of structure have different computational implications that can …
neural activity. Different types of structure have different computational implications that can …
Tuned geometries of hippocampal representations meet the computational demands of social memory
Social memory consists of two processes: the detection of familiar compared with novel
conspecifics and the detailed recollection of past social episodes. We investigated the …
conspecifics and the detailed recollection of past social episodes. We investigated the …
Abstract representations emerge in human hippocampal neurons during inference
Humans have the remarkable cognitive capacity to rapidly adapt to changing environments.
Central to this capacity is the ability to form high-level, abstract representations that take …
Central to this capacity is the ability to form high-level, abstract representations that take …
Neural representational geometries reflect behavioral differences in monkeys and recurrent neural networks
Animals likely use a variety of strategies to solve laboratory tasks. Traditionally, combined
analysis of behavioral and neural recording data across subjects employing different …
analysis of behavioral and neural recording data across subjects employing different …
Modeling similarity and psychological space
Similarity and categorization are fundamental processes in human cognition that help
complex organisms make sense of the cacophony of information in their environment. These …
complex organisms make sense of the cacophony of information in their environment. These …
Corticotropin-releasing hormone signaling from prefrontal cortex to lateral septum suppresses interaction with familiar mice
NS de León Reyes, PS Díaz, R Nogueira, A Ruiz-Pino… - Cell, 2023 - cell.com
Social preference, the decision to interact with one member of the same species over
another, is critical to optimize social interactions. Thus, adult rodents favor interacting with …
another, is critical to optimize social interactions. Thus, adult rodents favor interacting with …
The implications of categorical and category-free mixed selectivity on representational geometries
The firing rates of individual neurons displaying mixed selectivity are modulated by multiple
task variables. When mixed selectivity is nonlinear, it confers an advantage by generating a …
task variables. When mixed selectivity is nonlinear, it confers an advantage by generating a …
Abstract representations emerge naturally in neural networks trained to perform multiple tasks
Humans and other animals demonstrate a remarkable ability to generalize knowledge
across distinct contexts and objects during natural behavior. We posit that this ability to …
across distinct contexts and objects during natural behavior. We posit that this ability to …
[HTML][HTML] Disinhibition by VIP interneurons is orthogonal to cross-modal attentional modulation in primary visual cortex
D Myers-Joseph, KA Wilmes, M Fernandez-Otero… - Neuron, 2024 - cell.com
Attentional modulation of sensory processing is a key feature of cognition; however, its
neural circuit basis is poorly understood. A candidate mechanism is the disinhibition of …
neural circuit basis is poorly understood. A candidate mechanism is the disinhibition of …