A survey of robotics control based on learning-inspired spiking neural networks

Z Bing, C Meschede, F Röhrbein, K Huang… - Frontiers in …, 2018 - frontiersin.org
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 …

Experimental evidence for sparse firing in the neocortex

AL Barth, JFA Poulet - Trends in neurosciences, 2012 - cell.com
The advent of unbiased recording and imaging techniques to evaluate firing activity across
neocortical neurons has revealed substantial heterogeneity in response properties in vivo …

How many neurons are sufficient for perception of cortical activity?

HWP Dalgleish, LE Russell, AM Packer, A Roth… - Elife, 2020 - elifesciences.org
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 …

Preconfigured, skewed distribution of firing rates in the hippocampus and entorhinal cortex

K Mizuseki, G Buzsáki - Cell reports, 2013 - cell.com
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 …

Spiking activity propagation in neuronal networks: reconciling different perspectives on neural coding

A Kumar, S Rotter, A Aertsen - Nature reviews neuroscience, 2010 - nature.com
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 …

Memory allocation: mechanisms and function

SA Josselyn, PW Frankland - Annual review of neuroscience, 2018 - annualreviews.org
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 …

Synaptic EI balance underlies efficient neural coding

S Zhou, Y Yu - Frontiers in neuroscience, 2018 - frontiersin.org
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 …

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 …

Sparse activity of identified dentate granule cells during spatial exploration

M Diamantaki, M Frey, P Berens, P Preston-Ferrer… - Elife, 2016 - elifesciences.org
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 …

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 …