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 …

Expectation in perceptual decision making: neural and computational mechanisms

C Summerfield, FP De Lange - Nature Reviews Neuroscience, 2014 - nature.com
Sensory signals are highly structured in both space and time. These structural regularities in
visual information allow expectations to form about future stimulation, thereby facilitating …

[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 …

Revisiting the evidence for collapsing boundaries and urgency signals in perceptual decision-making

GE Hawkins, BU Forstmann… - Journal of …, 2015 - Soc Neuroscience
For nearly 50 years, the dominant account of decision-making holds that noisy information is
accumulated until a fixed threshold is crossed. This account has been tested extensively …

Encoding and decoding in parietal cortex during sensorimotor decision-making

IM Park, MLR Meister, AC Huk, JW Pillow - Nature neuroscience, 2014 - nature.com
It has been suggested that the lateral intraparietal area (LIP) of macaques plays a
fundamental role in sensorimotor decision-making. We examined the neural code in LIP at …

Single-trial spike trains in parietal cortex reveal discrete steps during decision-making

KW Latimer, JL Yates, MLR Meister, AC Huk, JW Pillow - Science, 2015 - science.org
Neurons in the macaque lateral intraparietal (LIP) area exhibit firing rates that appear to
ramp upward or downward during decision-making. These ramps are commonly assumed to …

Attractor dynamics gate cortical information flow during decision-making

A Finkelstein, L Fontolan, MN Economo, N Li… - Nature …, 2021 - nature.com
Decisions are held in memory until enacted, which makes them potentially vulnerable to
distracting sensory input. Gating of information flow from sensory to motor areas could …

[HTML][HTML] A neural mechanism of speed-accuracy tradeoff in macaque area LIP

T Hanks, R Kiani, MN Shadlen - Elife, 2014 - elifesciences.org
Decision making often involves a tradeoff between speed and accuracy. Previous studies
indicate that neural activity in the lateral intraparietal area (LIP) represents the gradual …

Neural underpinnings of the evidence accumulator

CD Brody, TD Hanks - Current opinion in neurobiology, 2016 - Elsevier
Highlights•Gradual accumulation of evidence, core to decision-making, can be studied in
rodents.•Pulse-based sensory evidence stimuli facilitate behavioral and neural …

On second thoughts: changes of mind in decision-making

C Stone, JB Mattingley, D Rangelov - Trends in Cognitive Sciences, 2022 - cell.com
The ability to change initial decisions in the face of new or potentially conflicting information
is fundamental to adaptive behavior. From perceptual tasks to multiple-choice tests …