Distinct neural dynamics in prefrontal and premotor cortex during decision-making
Neuroscience ePoster by Tian Wang, Nicole Carr, Kenji Lee, Yuke Li and Chandramouli Chandrasekaran
Part of COSYNE 2023 posters, Boston University; Biomedical Engineering; Boston University; Boston University; Psychological and Brain Sciences
Sunday
Abstract
Dorsolateral prefrontal cortex (DLPFC) and dorsal premotor cortex (PMd) are two association brain areas implicated in decision making. However, whether these brain areas have similar or distinct decision-related dynamics remains an open question. In addition, anatomical studies suggest considerable connectivity heterogeneity between DLPFC areas and parietal lobe, temporal lobe, and ventrolateral prefrontal cortex. Whether different areas within the DLPFC also demonstrate distinct decision-related dynamics is also an open question.
We addressed these open questions by comparing the neural dynamics between these two brain areas of monkeys performing a decision-making task. In this task, monkeys discriminated the dominant color of a red-green checkerboard and reported their decision with an arm movement. Randomized target configurations allowed us to decouple color choice from action choice and allowed us to examine representation of task variables, including target configuration, color choice, and action choice (defined as arm reaching direction).
Examination of single-unit responses, principal and demixed principal components analysis, and decoding analysis all strongly suggested that neural activity in DLPFC is modulated by target configuration, color choice, and action choice. In contrast, neural activity in PMd was predominantly action choice related, with minimal target configuration and color choice signals across the whole trial. Decoding analysis suggested that all these decision-related variables were more strongly represented in deeper cortical areas of DLPFC compared to the more superficial cortical areas.
Our results suggest that during perceptual decisions, choice is computed in deep DLPFC and then emerges in superficial areas of prefrontal cortex and PMd, a result consistent with predictions of multi-area recurrent neural network models [2]. Simultaneous electrophysiological recordings are needed to test this hypothesis. In summary, DLPFC and PMd demonstrated distinct dynamics as DLPFC encodes target configuration, color, and direction signals, while PMd is largely responsive only to action choice.
Topics
Details
- Session
- Poster Session III
Related ePosters
- Mar 12, 2023Montreal, Canada
Initial conditions combine with sensory evidence to induce decision-related dynamics in PMd
Mar 12, 2023Montreal, Canada
More in Poster Session III
All postersAbstract structure and generalization in sensorimotor networks configured with semantic-based instruction embeddings
Mar 12, 2023Reidar Riveland et al.Accounting for visual cortex variability with distributed neural activity states
Mar 12, 2023Anna Li et al.Alignment of ANN Language Models with Humans After a Developmentally Realistic Amount of Training
Mar 12, 2023Eghbal Hosseini et al.Arousal dynamics: diverse measurements of a universal manifold
Mar 12, 2023Ryan Raut et al.
More with Nicole Carr
All their workTowards understanding the microcircuit in monkey primary visual cortex in-vivo
ePoster · Mar 11, 2023COSYNE 2023