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 …
Choice selective inhibition drives stability and competition in decision circuits
During perceptual decision-making, the firing rates of cortical neurons reflect upcoming
choices. Recent work showed that excitatory and inhibitory neurons are equally selective for …
choices. Recent work showed that excitatory and inhibitory neurons are equally selective for …
Inhibitory control in neuronal networks relies on the extracellular matrix integrity
E Dzyubenko, M Fleischer… - Cellular and Molecular …, 2021 - Springer
Inhibitory control is essential for the regulation of neuronal network activity, where excitatory
and inhibitory synapses can act synergistically, reciprocally, and antagonistically. Sustained …
and inhibitory synapses can act synergistically, reciprocally, and antagonistically. Sustained …
Emergence of functional and structural properties of the head direction system by optimization of recurrent neural networks
Recent work suggests goal-driven training of neural networks can be used to model neural
activity in the brain. While response properties of neurons in artificial neural networks bear …
activity in the brain. While response properties of neurons in artificial neural networks bear …
Neural criticality from effective latent variables
Observations of power laws in neural activity data have raised the intriguing notion that
brains may operate in a critical state. One example of this critical state is 'avalanche …
brains may operate in a critical state. One example of this critical state is 'avalanche …
[HTML][HTML] Complementary roles of dimensionality and population structure in neural computations
Neural computations are currently investigated using two competing approaches: sorting
neurons into functional classes, or examining the low-dimensional dynamics of collective …
neurons into functional classes, or examining the low-dimensional dynamics of collective …
Latent dynamics of primary sensory cortical population activity structured by fluctuations in the local field potential
Introduction As emerging technologies enable measurement of precise details of the activity
within microcircuits at ever-increasing scales, there is a growing need to identify the salient …
within microcircuits at ever-increasing scales, there is a growing need to identify the salient …
Emergence of complex oscillatory dynamics in the neuronal networks with long activity time of inhibitory synapses
The brain displays complex dynamics, including collective oscillations, and extensive
research has been conducted to understand their generation. However, our understanding …
research has been conducted to understand their generation. However, our understanding …
AI of brain and cognitive sciences: from the perspective of first principles
L Chen, Z Chen, L Jiang, X Liu, L Xu, B Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
Nowadays, we have witnessed the great success of AI in various applications, including
image classification, game playing, protein structure analysis, language translation, and …
image classification, game playing, protein structure analysis, language translation, and …
Two roles for choice selective inhibition in decision-making circuits
During perceptual decision-making, the firing rates of cortical neurons reflect upcoming
choices. Recent work showed that excitatory and inhibitory neurons are equally selective for …
choices. Recent work showed that excitatory and inhibitory neurons are equally selective for …