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 …
decisions when trained animals perform at psychophysical threshold. These correlations are …
Inference in the brain: statistics flowing in redundant population codes
X Pitkow, DE Angelaki - Neuron, 2017 - cell.com
It is widely believed that the brain performs approximate probabilistic inference to estimate
causal variables in the world from ambiguous sensory data. To understand these …
causal variables in the world from ambiguous sensory data. To understand these …
Neural correlates of multisensory cue integration in macaque MSTd
Y Gu, DE Angelaki, GC DeAngelis - Nature neuroscience, 2008 - nature.com
Human observers combine multiple sensory cues synergistically to achieve greater
perceptual sensitivity, but little is known about the underlying neuronal mechanisms. We …
perceptual sensitivity, but little is known about the underlying neuronal mechanisms. We …
Decision-related activity in sensory neurons reflects more than a neuron's causal effect
H Nienborg, BG Cumming - Nature, 2009 - nature.com
During perceptual decisions, the activity of sensory neurons correlates with a subject's
percept, even when the physical stimulus is identical,,,,,,,,. The origin of this correlation is …
percept, even when the physical stimulus is identical,,,,,,,,. The origin of this correlation is …
Feedback determines the structure of correlated variability in primary visual cortex
AG Bondy, RM Haefner, BG Cumming - Nature neuroscience, 2018 - nature.com
The variable responses of sensory neurons tend to be weakly correlated (spike-count
correlation, r sc). This is widely thought to reflect noise in shared afferents, in which case r sc …
correlation, r sc). This is widely thought to reflect noise in shared afferents, in which case r sc …
How can single sensory neurons predict behavior?
Single sensory neurons can be surprisingly predictive of behavior in discrimination tasks.
We propose this is possible because sensory information extracted from neural populations …
We propose this is possible because sensory information extracted from neural populations …
Inferring decoding strategies from choice probabilities in the presence of correlated variability
The activity of cortical neurons in sensory areas covaries with perceptual decisions, a
relationship that is often quantified by choice probabilities. Although choice probabilities …
relationship that is often quantified by choice probabilities. Although choice probabilities …
Visual evidence accumulation guides decision-making in unrestrained mice
O Odoemene, S Pisupati, H Nguyen… - Journal of …, 2018 - Soc Neuroscience
The ability to manipulate neural activity with precision is an asset in uncovering neural
circuits for decision-making. Diverse tools for manipulating neurons are available for mice …
circuits for decision-making. Diverse tools for manipulating neurons are available for mice …
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 …
found.•Correlated variability in sensory neurons limits information in some cases.•The …
Psychophysical reverse correlation reflects both sensory and decision-making processes
Goal-directed behavior depends on both sensory mechanisms that gather information from
the outside world and decision-making mechanisms that select appropriate behavior based …
the outside world and decision-making mechanisms that select appropriate behavior based …