@article {67283, title = {An Accumulation-of-Evidence Task Using Visual Pulses for Mice Navigating in Virtual Reality}, journal = {Frontiers in Behavioral Neuroscience}, volume = {12}, year = {2018}, month = {Jun-03-2018}, abstract = {

The gradual accumulation of sensory evidence is a crucial component of perceptual decision making, but its neural mechanisms are still poorly understood. Given the wide availability of genetic and optical tools for mice, they can be useful model organisms for the study of these phenomena; however, behavioral tools are largely lacking. Here, we describe a new evidence-accumulation task for head-fixed mice navigating in a virtual reality (VR) environment. As they navigate down the stem of a virtual T-maze, they see brief pulses of visual evidence on either side, and retrieve a reward on the arm with the highest number of pulses. The pulses occur randomly with Poisson statistics, yielding a diverse yet well-controlled stimulus set, making the data conducive to a variety of computational approaches. A large number of mice of different genotypes were able to learn and consistently perform the task, at levels similar to rats in analogous tasks. They are sensitive to side differences of a single pulse, and their memory of the cues is stable over time. Moreover, using non-parametric as well as modeling approaches, we show that the mice indeed accumulate evidence: they use multiple pulses of evidence from throughout the cue region of the maze to make their decision, albeit with a small overweighting of earlier cues, and their performance is affected by the magnitude but not the duration of evidence. Additionally, analysis of the mice{\textquoteright}s running patterns revealed that trajectories are fairly stereotyped yet modulated by the amount of sensory evidence, suggesting that the navigational component of this task may provide a continuous readout correlated to the underlying cognitive variables. Our task, which can be readily integrated with state-of-the-art techniques, is thus a valuable tool to study the circuit mechanisms and dynamics underlying perceptual decision making, particularly under more complex behavioral contexts.

}, doi = {10.3389/fnbeh.2018.00036}, url = {http://journal.frontiersin.org/article/10.3389/fnbeh.2018.00036/full}, author = {Pinto, Lucas and Koay, Sue A. and Engelhard, Ben and Yoon, Alice M. and Deverett, Ben and Thiberge, Stephan Y. and Witten, Ilana B. and Tank, David W. and Brody, Carlos D.} } @article {67284, title = {Cerebellar involvement in an evidence-accumulation decision-making task}, journal = {eLife}, volume = {7}, year = {2018}, month = {08/2018}, abstract = {

To make successful evidence-based decisions, the brain must rapidly and accurately transform sensory inputs into specific goal-directed behaviors. Most experimental work on this subject has focused on forebrain mechanisms. Using a novel evidence-accumulation task for mice, we performed recording and perturbation studies of crus I of the lateral posterior cerebellum, which communicates bidirectionally with numerous forebrain regions. Cerebellar inactivation led to a reduction in the fraction of correct trials. Using two-photon fluorescence imaging of calcium, we found that Purkinje cell somatic activity contained choice/evidence-related information. Decision errors were represented by dendritic calcium spikes, which in other contexts are known to drive cerebellar plasticity. We propose that cerebellar circuitry may contribute to computations that support accurate performance in this perceptual decision-making task.

}, doi = {10.7554/eLife.36781}, url = {https://elifesciences.org/articles/36781}, author = {Deverett, Ben and Koay, Sue Ann and Oostland, Marlies and Wang, Samuel S-H} } @article {67292, title = {A cerebellar role in evidence-guided decision-making}, journal = {bioRxiv}, year = {2018}, month = {06/2018}, abstract = {

To make successful evidence-based decisions, the brain must rapidly and accurately transform sensory inputs into specific goal-directed behaviors. Most experimental work on this subject has focused on forebrain mechanisms. Here we show that during perceptual decision-making over a period of seconds, decision-, sensory-, and error-related information converge on the lateral posterior cerebellum in crus I, a structure that communicates bidirectionally with numerous forebrain regions. We trained mice on a novel evidence-accumulation task and demonstrated that cerebellar inactivation reduces behavioral accuracy without impairing motor parameters of action. Using two-photon calcium imaging, we found that Purkinje cell somatic activity encoded choice- and evidence-related variables. Decision errors were represented by dendritic calcium spikes, which are known to drive plasticity. We propose that cerebellar circuitry may contribute to the set of distributed computations in the brain that support accurate perceptual decision-making.

}, doi = {10.1101/343095}, url = {https://www.biorxiv.org/content/early/2018/06/11/343095}, author = {Deverett, Ben and Koay, Sue Ann and Oostland, Marlies and Wang, Samuel S.-H.} }