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 …
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 …
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 …
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 …
accumulated until a fixed threshold is crossed. This account has been tested extensively …
Encoding and decoding in parietal cortex during sensorimotor decision-making
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 …
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
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 …
ramp upward or downward during decision-making. These ramps are commonly assumed to …
Attractor dynamics gate cortical information flow during decision-making
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 …
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
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 …
indicate that neural activity in the lateral intraparietal area (LIP) represents the gradual …
Neural underpinnings of the evidence accumulator
Highlights•Gradual accumulation of evidence, core to decision-making, can be studied in
rodents.•Pulse-based sensory evidence stimuli facilitate behavioral and neural …
rodents.•Pulse-based sensory evidence stimuli facilitate behavioral and neural …
On second thoughts: changes of mind in decision-making
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 …
is fundamental to adaptive behavior. From perceptual tasks to multiple-choice tests …