Arrow Research search

Author name cluster

Todd Braver

Possible papers associated with this exact author name in Arrow. This page groups case-insensitive exact name matches and is not a full identity disambiguation profile.

6 papers
1 author row

Possible papers

6

RLDM Conference 2017 Conference Abstract

Reinforcement and Valence Effects on Incentive Integration and Motivated Cognitive Control

  • Debbie Yee
  • Todd Braver

It is unequivocal that motivational incentives play a central role in influencing goal-directed be- havior. However, most studies of motivation and decision-making in humans have typically used monetary rewards, and have rarely considered the integrated influence from diverse sources of motivation on behavior. Another motivational dimension that has recently garnered attention is valence, but only a handful of studies have compared both appetitive and aversive motivation in terms of their impact on cognitively demanding tasks. A third question relates whether the reinforcement feedback of a symbolic cue (i. e. , it contains the same information) influences behavior. To examine the dissociable effects of these motivational dimensions (incentive integration, valence, reinforcement), we utilize a novel paradigm which examines the integrated influence of primary incentives (e. g. , juice, saltwater) and secondary incentives (e. g. , money) on cognitive control. In the study, valence was manipulated by comparing monetary gains vs losses across task condi- tions and by liquid type (juice, neutral, saltwater), and reinforcement was manipulated by comparing liquid feedback for positive verses negative outcomes. All conditions were manipulated within-subject. Results revealed significant effects of monetary reward [b=. 05, t(759)=6. 58, p¡. 001] and liquid [b=. 05, t(759)=6. 22, p¡. 001] on reward rate, as well as significant two-way interactions between feedback and liquid [b=-. 07, t(759)=-6. 135, p¡. 001] and feedback and monetary reward [b=-. 02 t(759)=-1. 99, p=. 047]. Participants im- proved performance when liquid incentives were delivered as feedback upon poor, compared to successful, performance. Notably, liquid valence had opposing effects across feedback conditions, driven by the inte- grated influence of appetitive and aversive incentives. Collectively, these data provide empirical evidence for dissociable effects of reinforcement and valence on motivated cognitive control.

NeurIPS Conference 1994 Conference Paper

A Computational Model of Prefrontal Cortex Function

  • Todd Braver
  • Jonathan Cohen
  • David Servan-Schreiber

Accumulating data from neurophysiology and neuropsychology have suggested two information processing roles for prefrontal cor(cid: 173) tex (PFC): 1) short-term active memory; and 2) inhibition. We present a new behavioral task and a computational model which were developed in parallel. The task was developed to probe both of these prefrontal functions simultaneously, and produces a rich set of behavioral data that act as constraints on the model. The model is implemented in continuous-time, thus providing a natural framework in which to study the temporal dynamics of processing in the task. We show how the model can be used to examine the be(cid: 173) havioral consequences of neuromodulation in PFC. Specifically, we use the model to make novel and testable predictions regarding the behavioral performance of schizophrenics, who are hypothesized to suffer from reduced dopaminergic tone in this brain area.

v2026.09.13