Literature DB >> 32542865

Assessing within-trial and across-trial neural variability in macaque frontal eye fields and their relation to behaviour.

Naveen Sendhilnathan1, Debaleena Basu2, Aditya Murthy2.   

Abstract

The conventional approach to understanding neural responses underlying complex computations is to study across-trial averages of repeatedly performed computations from single neurons. When neurons perform complex computations, such as processing stimulus-related information or movement planning, it has been repeatedly shown, through measures such as the Fano factor (FF), that neural variability across trials decreases. However, multiple neurons contribute to a common computation on a single trial, rather than a single neuron contributing to a computation across multiple trials. Therefore, at the level of a single trial, the concept of FF loses significance. Here, using a combination of simulations and empirical data, we show that changes in the spiking regularity on single trials produce changes in FF. Further, at the behavioural level, the reaction time of the animal was faster when the neural spiking regularity both within and across trials was lower. Taken together, our results provide further constraints on how changes in spiking statistics help neurons optimally encode visual and saccade-related information across multiple timescales and its implication on behaviour.
© 2020 Federation of European Neuroscience Societies and John Wiley & Sons Ltd.

Keywords:  Saccade; cognition; computational model; prefrontal cortex

Mesh:

Year:  2020        PMID: 32542865     DOI: 10.1111/ejn.14864

Source DB:  PubMed          Journal:  Eur J Neurosci        ISSN: 0953-816X            Impact factor:   3.386


  3 in total

1.  Neural correlates of goal-directed and non-goal-directed movements.

Authors:  Naveen Sendhilnathan; Debaleena Basu; Michael E Goldberg; Jeffrey D Schall; Aditya Murthy
Journal:  Proc Natl Acad Sci U S A       Date:  2021-02-09       Impact factor: 11.205

2.  Neural mechanisms underlying the temporal control of sequential saccade planning in the frontal eye field.

Authors:  Debaleena Basu; Naveen Sendhilnathan; Aditya Murthy
Journal:  Proc Natl Acad Sci U S A       Date:  2021-10-05       Impact factor: 11.205

3.  Mid-lateral cerebellar complex spikes encode multiple independent reward-related signals during reinforcement learning.

Authors:  Naveen Sendhilnathan; Anna Ipata; Michael E Goldberg
Journal:  Nat Commun       Date:  2021-11-09       Impact factor: 14.919

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.