Bridging neural and computational viewpoints on perceptual decision-making
RG O'Connell, MN Shadlen, KF Wong-Lin… - Trends in …, 2018 - cell.com
Sequential sampling models have provided a dominant theoretical framework guiding
computational and neurophysiological investigations of perceptual decision-making. While …
computational and neurophysiological investigations of perceptual decision-making. While …
Neurophysiology of human perceptual decision-making
RG O'Connell, SP Kelly - Annual Review of Neuroscience, 2021 - annualreviews.org
The discovery of neural signals that reflect the dynamics of perceptual decision formation
has had a considerable impact. Not only do such signals enable detailed investigations of …
has had a considerable impact. Not only do such signals enable detailed investigations of …
Neurocomputational mechanisms of prior-informed perceptual decision-making in humans
To interact successfully with diverse sensory environments, we must adapt our decision
processes to account for time constraints and prior probabilities. The full set of decision …
processes to account for time constraints and prior probabilities. The full set of decision …
[PDF][PDF] Perceptual decision-making as probabilistic inference by neural sampling
We address two main challenges facing systems neuroscience today: understanding the
nature and function of cortical feedback between sensory areas and of correlated variability …
nature and function of cortical feedback between sensory areas and of correlated variability …
The speed and accuracy of a simple perceptual decision: a mathematical primer
A decision is a commitment to a proposition among multiple options. Often this commitment
leads to a particular course of action. It might be said that the life of an organism consists of a …
leads to a particular course of action. It might be said that the life of an organism consists of a …
Neurobiology of decision making: an intentional framework
The aim of statistical decision theories is to understand how evidence, prior knowledge, and
values lead an organism to commit to one of a number of alternatives. Two main statistical …
values lead an organism to commit to one of a number of alternatives. Two main statistical …
Neural computations that underlie decisions about sensory stimuli
JI Gold, MN Shadlen - Trends in cognitive sciences, 2001 - cell.com
Decision-making behavior has been studied extensively, but the neurophysiological
mechanisms responsible for this remarkable cognitive ability are just beginning to be …
mechanisms responsible for this remarkable cognitive ability are just beginning to be …
Understanding neural coding through the model-based analysis of decision making
The study of decision making poses new methodological challenges for systems
neuroscience. Whereas our traditional approach linked neural activity to external variables …
neuroscience. Whereas our traditional approach linked neural activity to external variables …
A Bayesian attractor model for perceptual decision making
Even for simple perceptual decisions, the mechanisms that the brain employs are still under
debate. Although current consensus states that the brain accumulates evidence extracted …
debate. Although current consensus states that the brain accumulates evidence extracted …
[PDF][PDF] Perceptual decision making in rodents, monkeys, and humans
TD Hanks, C Summerfield - Neuron, 2017 - cell.com
Perceptual decision making is the process by which animals detect, discriminate, and
categorize information from the senses. Over the past two decades, understanding how …
categorize information from the senses. Over the past two decades, understanding how …