A survey of robotics control based on learning-inspired spiking neural networks
Biological intelligence processes information using impulses or spikes, which makes those
living creatures able to perceive and act in the real world exceptionally well and outperform …
living creatures able to perceive and act in the real world exceptionally well and outperform …
Experimental evidence for sparse firing in the neocortex
The advent of unbiased recording and imaging techniques to evaluate firing activity across
neocortical neurons has revealed substantial heterogeneity in response properties in vivo …
neocortical neurons has revealed substantial heterogeneity in response properties in vivo …
How many neurons are sufficient for perception of cortical activity?
Many theories of brain function propose that activity in sparse subsets of neurons underlies
perception and action. To place a lower bound on the amount of neural activity that can be …
perception and action. To place a lower bound on the amount of neural activity that can be …
Preconfigured, skewed distribution of firing rates in the hippocampus and entorhinal cortex
Despite the importance of the discharge frequency in neuronal communication, little is
known about the firing-rate patterns of cortical populations. Using large-scale recordings …
known about the firing-rate patterns of cortical populations. Using large-scale recordings …
Spiking activity propagation in neuronal networks: reconciling different perspectives on neural coding
The brain is a highly modular structure. To exploit modularity, it is necessary that spiking
activity can propagate from one module to another while preserving the information it …
activity can propagate from one module to another while preserving the information it …
Memory allocation: mechanisms and function
Memories for events are thought to be represented in sparse, distributed neuronal
ensembles (or engrams). In this article, we review how neurons are chosen to become part …
ensembles (or engrams). In this article, we review how neurons are chosen to become part …
Synaptic EI balance underlies efficient neural coding
Both theoretical and experimental evidence indicate that synaptic excitation and inhibition in
the cerebral cortex are well-balanced during the resting state and sensory processing. Here …
the cerebral cortex are well-balanced during the resting state and sensory processing. Here …
Large-scale calcium waves traveling through astrocytic networks in vivo
N Kuga, T Sasaki, Y Takahara, N Matsuki… - Journal of …, 2011 - Soc Neuroscience
Macroscopic changes in cerebral blood flow, such as those captured by functional imaging
of the brain, require highly organized, large-scale dynamics of astrocytes, glial cells that …
of the brain, require highly organized, large-scale dynamics of astrocytes, glial cells that …
Sparse activity of identified dentate granule cells during spatial exploration
In the dentate gyrus–a key component of spatial memory circuits–granule cells (GCs) are
known to be morphologically diverse and to display heterogeneous activity profiles during …
known to be morphologically diverse and to display heterogeneous activity profiles during …
Step by step: cells with multiple functions in cortical circuit assembly
R Cossart, S Garel - Nature Reviews Neuroscience, 2022 - nature.com
It is often thought that the construction of cortical circuits occurs as the result of an elegantly
designed process that unfolds sequentially as an animal develops until adult functional …
designed process that unfolds sequentially as an animal develops until adult functional …