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 …

[HTML][HTML] Decision making as a window on cognition

MN Shadlen, R Kiani - Neuron, 2013 - cell.com
A decision is a commitment to a proposition or plan of action based on information and
values associated with the possible outcomes. The process operates in a flexible timeframe …

[HTML][HTML] Cortical membrane potential signature of optimal states for sensory signal detection

MJ McGinley, SV David, DA McCormick - Neuron, 2015 - cell.com
The neural correlates of optimal states for signal detection task performance are largely
unknown. One hypothesis holds that optimal states exhibit tonically depolarized cortical …

Hippocampal spatial representations exhibit a hyperbolic geometry that expands with experience

H Zhang, PD Rich, AK Lee, TO Sharpee - Nature Neuroscience, 2023 - nature.com
Daily experience suggests that we perceive distances near us linearly. However, the actual
geometry of spatial representation in the brain is unknown. Here we report that neurons in …

Representational drift in the mouse visual cortex

D Deitch, A Rubin, Y Ziv - Current biology, 2021 - cell.com
Recent studies have shown that neuronal representations gradually change over time
despite no changes in the stimulus, environment, or behavior. However, such …

Consciousness is supported by near-critical slow cortical electrodynamics

D Toker, I Pappas, JD Lendner, J Frohlich… - Proceedings of the …, 2022 - pnas.org
Mounting evidence suggests that during conscious states, the electrodynamics of the cortex
are poised near a critical point or phase transition and that this near-critical behavior …

Choice certainty is informed by both evidence and decision time

R Kiani, L Corthell, MN Shadlen - Neuron, 2014 - cell.com
Summary" Degree of certainty" refers to the subjective belief, prior to feedback, that a
decision is correct. A reliable estimate of certainty is essential for prediction, learning from …

Deep neural networks rival the representation of primate IT cortex for core visual object recognition

CF Cadieu, H Hong, DLK Yamins, N Pinto… - PLoS computational …, 2014 - journals.plos.org
The primate visual system achieves remarkable visual object recognition performance even
in brief presentations, and under changes to object exemplar, geometric transformations …

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 …

The secret life of predictive brains: what's spontaneous activity for?

G Pezzulo, M Zorzi, M Corbetta - Trends in cognitive sciences, 2021 - cell.com
Brains at rest generate dynamical activity that is highly structured in space and time. We
suggest that spontaneous activity, as in rest or dreaming, underlies top-down dynamics of …