Insights into decision making using choice probability

TB Crapse, MA Basso - Journal of Neurophysiology, 2015 - journals.physiology.org
A long-standing question in systems neuroscience is how the activity of single neurons gives
rise to our perceptions and actions. Critical insights into this question occurred in the last …

Feedforward and feedback sources of choice probability in neural population responses

BG Cumming, H Nienborg - Current opinion in neurobiology, 2016 - Elsevier
Highlights•Decision-related activity (choice-probabilities [CPs]) in sensory neurons is widely
found.•Correlated variability in sensory neurons limits information in some cases.•The …

Can serial dependencies in choices and neural activity explain choice probabilities?

JM Lueckmann, JH Macke… - Journal of Neuroscience, 2018 - Soc Neuroscience
During perceptual decisions the activity of sensory neurons covaries with choice, a
covariation often quantified as “choice-probability”. Moreover, choices are influenced by a …

Potential confounds in estimating trial-to-trial correlations between neuronal response and behavior using choice probabilities

I Kang, JHR Maunsell - Journal of neurophysiology, 2012 - journals.physiology.org
Correlations between trial-to-trial fluctuations in the responses of individual sensory neurons
and perceptual reports, commonly quantified with choice probability (CP), have been widely …

An optimal decision population code that accounts for correlated variability unambiguously predicts a subject's choice

F Carnevale, V de Lafuente, R Romo, N Parga - Neuron, 2013 - cell.com
Decisions emerge from the concerted activity of neuronal populations distributed across
brain circuits. However, the analytical tools best suited to decode decision signals from …

Decision-related activity in sensory neurons: correlations among neurons and with behavior

H Nienborg, M R. Cohen… - Annual review of …, 2012 - annualreviews.org
Neurons in early sensory cortex show weak but systematic correlations with perceptual
decisions when trained animals perform at psychophysical threshold. These correlations are …

Predicting perceptual decisions using visual cortical population responses and choice history

AI Jasper, S Tanabe, A Kohn - Journal of Neuroscience, 2019 - Soc Neuroscience
Our understanding of the neural basis of perceptual decision making has been built in part
on relating co-fluctuations of single neuron responses to perceptual decisions on a trial-by …

Inferring decoding strategies from choice probabilities in the presence of correlated variability

RM Haefner, S Gerwinn, JH Macke, M Bethge - Nature neuroscience, 2013 - nature.com
The activity of cortical neurons in sensory areas covaries with perceptual decisions, a
relationship that is often quantified by choice probabilities. Although choice probabilities …

Population coding and behavioral choice

WB Kristan Jr, BK Shaw - Current opinion in neurobiology, 1997 - Elsevier
Many individual behavioral acts are produced by the combined activity of large populations
of broadly tuned neurons, and the neuronal populations for different behaviors can overlap …

A probabilistic strategy for understanding action selection

B Kim, MA Basso - Journal of Neuroscience, 2010 - Soc Neuroscience
Brain regions involved in transforming sensory signals into movement commands are the
likely sites where decisions are formed. Once formed, a decision must be read out from the …