Large-scale neural recordings call for new insights to link brain and behavior

AE Urai, B Doiron, AM Leifer, AK Churchland - Nature neuroscience, 2022 - nature.com
Neuroscientists today can measure activity from more neurons than ever before, and are
facing the challenge of connecting these brain-wide neural recordings to computation and …

Computation through neural population dynamics

S Vyas, MD Golub, D Sussillo… - Annual review of …, 2020 - annualreviews.org
Significant experimental, computational, and theoretical work has identified rich structure
within the coordinated activity of interconnected neural populations. An emerging challenge …

The connectome of an insect brain

M Winding, BD Pedigo, CL Barnes, HG Patsolic, Y Park… - Science, 2023 - science.org
Brains contain networks of interconnected neurons and so knowing the network architecture
is essential for understanding brain function. We therefore mapped the synaptic-resolution …

Computational models link cellular mechanisms of neuromodulation to large-scale neural dynamics

JM Shine, EJ Müller, B Munn, J Cabral, RJ Moran… - Nature …, 2021 - nature.com
Decades of neurobiological research have disclosed the diverse manners in which the
response properties of neurons are dynamically modulated to support adaptive cognitive …

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 …

From the neuron doctrine to neural networks

R Yuste - Nature reviews neuroscience, 2015 - nature.com
For over a century, the neuron doctrine—which states that the neuron is the structural and
functional unit of the nervous system—has provided a conceptual foundation for …

Dimensionality reduction for large-scale neural recordings

JP Cunningham, BM Yu - Nature neuroscience, 2014 - nature.com
Most sensory, cognitive and motor functions depend on the interactions of many neurons. In
recent years, there has been rapid development and increasing use of technologies for …

Context-dependent computation by recurrent dynamics in prefrontal cortex

V Mante, D Sussillo, KV Shenoy, WT Newsome - nature, 2013 - nature.com
Prefrontal cortex is thought to have a fundamental role in flexible, context-dependent
behaviour, but the exact nature of the computations underlying this role remains largely …

[HTML][HTML] Global brain dynamics embed the motor command sequence of Caenorhabditis elegans

S Kato, HS Kaplan, T Schrödel, S Skora, TH Lindsay… - Cell, 2015 - cell.com
While isolated motor actions can be correlated with activities of neuronal networks, an
unresolved problem is how the brain assembles these activities into organized behaviors …

Neural population dynamics during reaching

MM Churchland, JP Cunningham, MT Kaufman… - Nature, 2012 - nature.com
Most theories of motor cortex have assumed that neural activity represents movement
parameters. This view derives from what is known about primary visual cortex, where neural …