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 …

Measuring and interpreting neuronal correlations

MR Cohen, A Kohn - Nature neuroscience, 2011 - nature.com
Mounting evidence suggests that understanding how the brain encodes information and
performs computations will require studying the correlations between neurons. The recent …

Stimulus-dependent representational drift in primary visual cortex

TD Marks, MJ Goard - Nature communications, 2021 - nature.com
To produce consistent sensory perception, neurons must maintain stable representations of
sensory input. However, neurons in many regions exhibit progressive drift across days …

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 …

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 …

Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks

TP Vogels, H Sprekeler, F Zenke, C Clopath… - Science, 2011 - science.org
Cortical neurons receive balanced excitatory and inhibitory synaptic currents. Such a
balance could be established and maintained in an experience-dependent manner by …

Attention improves performance primarily by reducing interneuronal correlations

MR Cohen, JHR Maunsell - Nature neuroscience, 2009 - nature.com
Visual attention can improve behavioral performance by allowing observers to focus on the
important information in a complex scene. Attention also typically increases the firing rates of …

Neural correlations, population coding and computation

BB Averbeck, PE Latham, A Pouget - Nature reviews neuroscience, 2006 - nature.com
How the brain encodes information in population activity, and how it combines and
manipulates that activity as it carries out computations, are questions that lie at the heart of …

Bayesian inference with probabilistic population codes

WJ Ma, JM Beck, PE Latham, A Pouget - Nature neuroscience, 2006 - nature.com
Recent psychophysical experiments indicate that humans perform near-optimal Bayesian
inference in a wide variety of tasks, ranging from cue integration to decision making to motor …

Is coding a relevant metaphor for the brain?

R Brette - Behavioral and Brain Sciences, 2019 - cambridge.org
“Neural coding” is a popular metaphor in neuroscience, where objective properties of the
world are communicated to the brain in the form of spikes. Here I argue that this metaphor is …