A unifying perspective on neural manifolds and circuits for cognition
Two different perspectives have informed efforts to explain the link between the brain and
behaviour. One approach seeks to identify neural circuit elements that carry out specific …
behaviour. One approach seeks to identify neural circuit elements that carry out specific …
Large-scale neural recordings call for new insights to link brain and behavior
Neuroscientists today can measure activity from more neurons than ever before, and are
facing the challenge of connecting these brain-wide neural recordings to computation and …
facing the challenge of connecting these brain-wide neural recordings to computation and …
Orthogonal representations for robust context-dependent task performance in brains and neural networks
How do neural populations code for multiple, potentially conflicting tasks? Here we used
computational simulations involving neural networks to define" lazy" and" rich" coding …
computational simulations involving neural networks to define" lazy" and" rich" coding …
Discovering causal relations and equations from data
Physics is a field of science that has traditionally used the scientific method to answer
questions about why natural phenomena occur and to make testable models that explain the …
questions about why natural phenomena occur and to make testable models that explain the …
The role of population structure in computations through neural dynamics
Neural computations are currently investigated using two separate approaches: sorting
neurons into functional subpopulations or examining the low-dimensional dynamics of …
neurons into functional subpopulations or examining the low-dimensional dynamics of …
The centrality of population-level factors to network computation is demonstrated by a versatile approach for training spiking networks
Neural activity is often described in terms of population-level factors extracted from the
responses of many neurons. Factors provide a lower-dimensional description with the aim of …
responses of many neurons. Factors provide a lower-dimensional description with the aim of …
The orbitofrontal cortex maps future navigational goals
R Basu, R Gebauer, T Herfurth, S Kolb, Z Golipour… - Nature, 2021 - nature.com
Accurate navigation to a desired goal requires consecutive estimates of spatial relationships
between the current position and future destination throughout the journey. Although …
between the current position and future destination throughout the journey. Although …
Representational geometry of perceptual decisions in the monkey parietal cortex
Lateral intraparietal (LIP) neurons represent formation of perceptual decisions involving eye
movements. In circuit models for these decisions, neural ensembles that encode actions …
movements. In circuit models for these decisions, neural ensembles that encode actions …
Neural algorithms and circuits for motor planning
The brain plans and executes volitional movements. The underlying patterns of neural
population activity have been explored in the context of movements of the eyes, limbs …
population activity have been explored in the context of movements of the eyes, limbs …