The structures and functions of correlations in neural population codes

S Panzeri, M Moroni, H Safaai… - Nature Reviews …, 2022 - nature.com
The collective activity of a population of neurons, beyond the properties of individual cells, is
crucial for many brain functions. A fundamental question is how activity correlations between …

Neural tuning and representational geometry

N Kriegeskorte, XX Wei - Nature Reviews Neuroscience, 2021 - nature.com
A central goal of neuroscience is to understand the representations formed by brain activity
patterns and their connection to behaviour. The classic approach is to investigate how …

Waking state: rapid variations modulate neural and behavioral responses

MJ McGinley, M Vinck, J Reimer, R Batista-Brito… - Neuron, 2015 - cell.com
The state of the brain and body constantly varies on rapid and slow timescales. These
variations contribute to the apparent noisiness of sensory responses at both the neural and …

Information-limiting correlations

R Moreno-Bote, J Beck, I Kanitscheider, X Pitkow… - Nature …, 2014 - nature.com
Computational strategies used by the brain strongly depend on the amount of information
that can be stored in population activity, which in turn strongly depends on the pattern of …

Fundamental bounds on the fidelity of sensory cortical coding

OI Rumyantsev, JA Lecoq, O Hernandez, Y Zhang… - Nature, 2020 - nature.com
How the brain processes information accurately despite stochastic neural activity is a
longstanding question. For instance, perception is fundamentally limited by the information …

Correlations and neuronal population information

A Kohn, R Coen-Cagli, I Kanitscheider… - Annual review of …, 2016 - annualreviews.org
Brain function involves the activity of neuronal populations. Much recent effort has been
devoted to measuring the activity of neuronal populations in different parts of the brain under …

[HTML][HTML] High-precision coding in visual cortex

C Stringer, M Michaelos, D Tsyboulski, SE Lindo… - Cell, 2021 - cell.com
Individual neurons in visual cortex provide the brain with unreliable estimates of visual
features. It is not known whether the single-neuron variability is correlated across large …

Brain-inspired methods for achieving robust computation in heterogeneous mixed-signal neuromorphic processing systems

D Zendrikov, S Solinas, G Indiveri - … Computing and Engineering, 2023 - iopscience.iop.org
Neuromorphic processing systems implementing spiking neural networks with mixed signal
analog/digital electronic circuits and/or memristive devices represent a promising …

The mechanics of state-dependent neural correlations

B Doiron, A Litwin-Kumar, R Rosenbaum… - Nature …, 2016 - nature.com
Simultaneous recordings from large neural populations are becoming increasingly common.
An important feature of population activity is the trial-to-trial correlated fluctuation of spike …

Noise in neural populations accounts for errors in working memory

PM Bays - Journal of Neuroscience, 2014 - jneurosci.org
Errors in short-term memory increase with the quantity of information stored, limiting the
complexity of cognition and behavior. In visual memory, attempts to account for errors in …