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 …

The role of variability in motor learning

AK Dhawale, MA Smith… - Annual review of …, 2017 - annualreviews.org
Trial-to-trial variability in the execution of movements and motor skills is ubiquitous and
widely considered to be the unwanted consequence of a noisy nervous system. However …

Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources

F Lieder, TL Griffiths - Behavioral and brain sciences, 2020 - cambridge.org
Modeling human cognition is challenging because there are infinitely many mechanisms
that can generate any given observation. Some researchers address this by constraining the …

[图书][B] Surfing uncertainty: Prediction, action, and the embodied mind

A Clark - 2015 - books.google.com
How is it that thoroughly physical material beings such as ourselves can think, dream, feel,
create and understand ideas, theories and concepts? How does mere matter give rise to all …

Confidence and certainty: distinct probabilistic quantities for different goals

A Pouget, J Drugowitsch, A Kepecs - Nature neuroscience, 2016 - nature.com
When facing uncertainty, adaptive behavioral strategies demand that the brain performs
probabilistic computations. In this probabilistic framework, the notion of certainty and …

Robust speech perception: recognize the familiar, generalize to the similar, and adapt to the novel.

DF Kleinschmidt, TF Jaeger - Psychological review, 2015 - psycnet.apa.org
Successful speech perception requires that listeners map the acoustic signal to linguistic
categories. These mappings are not only probabilistic, but change depending on the …

Humans use directed and random exploration to solve the explore–exploit dilemma.

RC Wilson, A Geana, JM White, EA Ludvig… - Journal of …, 2014 - psycnet.apa.org
All adaptive organisms face the fundamental tradeoff between pursuing a known reward
(exploitation) and sampling lesser-known options in search of something better …

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 …

Suboptimality in perceptual decision making

D Rahnev, RN Denison - Behavioral and brain sciences, 2018 - cambridge.org
Human perceptual decisions are often described as optimal. Critics of this view have argued
that claims of optimality are overly flexible and lack explanatory power. Meanwhile …

Dynamic modulation of decision biases by brainstem arousal systems

JW de Gee, O Colizoli, NA Kloosterman, T Knapen… - elife, 2017 - elifesciences.org
Decision-makers often arrive at different choices when faced with repeated presentations of
the same evidence. Variability of behavior is commonly attributed to noise in the brain's …