Canada Spends Logo

Explorez notre analyse du budget 2026

Grant: Discovery Grants Program - Individual

University of Lethbridge

$40,000.00

The neurobiology of learning from rewards and mistakes

EF 2019-20

Résumé
The overall goal of my research is to understand how the brain makes choices. Humans and animals have a tremendous capacity to adapt choices based on experience, but neural choice mechanisms can sometimes produce irrational outcomes, particularly under heightened affective states such as arousal or stress. The long-term vision of my research program is to develop a comprehensive theory of neurobiological choice mechanisms that can account for both experience-based adaptation of choice and its modulation by affective states. Many current theories posit that the brain has at least two distinct systems that can control choice: a `goal' system that uses reward outcomes to adapt choices quickly; and a `habit' system that adapts choices slowly. My recent NSERC-funded work led to an unexpected breakthrough discovery that the habit system can drive rapid adaptation of choice following choice errors, which contradicts most prevailing theories and indicates that major revisions are needed. The short-term objectives of my research program over the next 5 years are to capitalize on this discovery and other recent findings to discover how the neuromodulator dopamine influences choice adaptation by influencing the dynamical interaction between goal and habit systems. Specifically, my short-term objectives are to discover how brief bursts and pauses of dopamine neurons affect (1) behavioural choice after errors, (2) functional signaling between neural structures involved in habit and goal systems, and (3) the stability and error information in ensemble spiking neural activity in the habit system. This is essential new information needed for understanding the neural mechanisms of trial-and-error choice adaptation, and for discovering how choices are influenced by dopamine-related affective states, such as stress and arousal. This research is also a key step for my future objectives of elucidating reciprocal interactions between choice adaptation, neural signaling, genetic/epigenetic regulation, and dysregulated affective states. I will leverage my state-of-the-art laboratory for integrated in vivo electrophysiological, pharmacological, and optogenetic techniques in rodents to undertake an extensive quantitative investigation of the mechanisms by which dopamine modulation rapidly affects ongoing neural dynamics to influence choice. My multidisciplinary research program and cell-to-systems research approach provides exceptional training for HQP, and is poised for transformative advances in our theory of decision-making at both molecular and systems levels, which has potential impact on a range of societal and economic needs stemming from impaired learning and poor choices. Moreover, the advanced analytical tools developed in this research will accelerate emerging technology, such as my ongoing commercialization of functional brain state detection in humans.
Programme
Discovery Grants Program - Individual
Emplacement
Alberta, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data

Tel que publié

Application id
RGPIN-2015-04778
Name nom
Gruber, Aaron
Department département
Neuroscience
Organization id
12
Institution établissement
University of Lethbridge
Province en
Alberta
Province fr
Alberta
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2019
Competition year année de concours
2015
Award amount
40000
Program id
RGPIN
Program name en
Discovery Grants Program - Individual
Program name fr
Programme de subventions à la découverte - individuelles
Group en
DISCOVERY RESEARCH
Group fr
RECHERCHE AXÉE SUR LA DÉCOUVERTE
Committee code
1502
Committee name en
Biological Systems and Functions
Committee name fr
Systèmes et fonctions biologiques
Area of application code
1200
Area of application group en
Advancement of knowledge
Area of application group fr
Avancement des connaissances
Area of application en
Advancement of knowledge
Area of application fr
Avancement des connaissances
Research subject code
5501
Research subject group en
Animal biology
Research subject group fr
Biologie animale
Research subject en
Neurophysiology
Research subject fr
Neurophysiologie
Installment
inst:5 - 5
Partie
5
Nb partie
5
Application title
The neurobiology of learning from rewards and mistakes
Keyword
NSERC
Application summary
The overall goal of my research is to understand how the brain makes choices. Humans and animals have a tremendous capacity to adapt choices based on experience, but neural choice mechanisms can sometimes produce irrational outcomes, particularly under heightened affective states such as arousal or stress. The long-term vision of my research program is to develop a comprehensive theory of neurobiological choice mechanisms that can account for both experience-based adaptation of choice and its modulation by affective states. Many current theories posit that the brain has at least two distinct systems that can control choice: a `goal' system that uses reward outcomes to adapt choices quickly; and a `habit' system that adapts choices slowly. My recent NSERC-funded work led to an unexpected breakthrough discovery that the habit system can drive rapid adaptation of choice following choice errors, which contradicts most prevailing theories and indicates that major revisions are needed. The short-term objectives of my research program over the next 5 years are to capitalize on this discovery and other recent findings to discover how the neuromodulator dopamine influences choice adaptation by influencing the dynamical interaction between goal and habit systems. Specifically, my short-term objectives are to discover how brief bursts and pauses of dopamine neurons affect (1) behavioural choice after errors, (2) functional signaling between neural structures involved in habit and goal systems, and (3) the stability and error information in ensemble spiking neural activity in the habit system. This is essential new information needed for understanding the neural mechanisms of trial-and-error choice adaptation, and for discovering how choices are influenced by dopamine-related affective states, such as stress and arousal. This research is also a key step for my future objectives of elucidating reciprocal interactions between choice adaptation, neural signaling, genetic/epigenetic regulation, and dysregulated affective states. I will leverage my state-of-the-art laboratory for integrated in vivo electrophysiological, pharmacological, and optogenetic techniques in rodents to undertake an extensive quantitative investigation of the mechanisms by which dopamine modulation rapidly affects ongoing neural dynamics to influence choice. My multidisciplinary research program and cell-to-systems research approach provides exceptional training for HQP, and is poised for transformative advances in our theory of decision-making at both molecular and systems levels, which has potential impact on a range of societal and economic needs stemming from impaired learning and poor choices. Moreover, the advanced analytical tools developed in this research will accelerate emerging technology, such as my ongoing commercialization of functional brain state detection in humans.