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Choice-selective sequences dominate in cortical relative to thalamic inputs to nucleus accumbens, providing a potential substrate for credit assignment
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The patterns of afferent innervation of the core and shell in the “Accumbens” part of the rat ventral striatum: Immunohistochemical detection of retrogradely transported fluoro‐gold
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Patterns of convergence and segregation in the medial nucleus accumbens of the rat: Relationships of prefrontal cortical, midline thalamic, and basal amygdaloid afferents
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Practical Issues in Temporal Difference Learning
inferredcites →https://doi.org/10.1007/bf00179197openalex-snapshot
6-Hydroxydopamine lesions of the nucleus accumbens, but not of the caudate nucleus, attenuate enhanced responding with reward-related stimuli produced by intra-accumbens d-amphetamine
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Responses to reward in monkey dorsal and ventral striatum
inferredcites →https://doi.org/10.1007/bf00992697openalex-snapshot
Practical issues in temporal difference learning
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Mesoaccumbens dopamine-opiate interactions in the control over behaviour by a conditioned reinforcer
inferredcites →https://doi.org/10.1007/bf02245659openalex-snapshot
Haloperidol and nucleus accumbens dopamine depletion suppress lever pressing for food but increase free food consumption in a novel food choice procedure
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Dopamine D2/D3 receptor agonist quinpirole impairs spatial reversal learning in rats: investigation of D3 receptor involvement in persistent behavior
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Learning of sequential movements by neural network model with dopamine-like reinforcement signal
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Firing patterns of nucleus accumbens neurons during cocaine self-administration in rats
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Cholecystokinin-dopamine interactions within the nucleus accumbens in the control over behaviour by conditioned reinforcement
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Efferent connections and nigral afferents of the nucleus accumbens septi in the rat
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Subcortical afferents of the nucleus accumbens septi in the cat, studied with retrograde axonal transport of horseradish peroxidase and bisbenzimid
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The topographic order of inputs to nucleus accumbens in the rat
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Involvement of the amygdala in stimulus-reward associations: Interaction with the ventral striatum
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The basolateral amygdala-ventral striatal system and conditioned place preference: Further evidence of limbic-striatal interactions underlying reward-related processes
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GABA and enkephalin projection from the nucleus accumbens and ventral pallidum to the ventral tegmental area
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The projections of the ventral tegmental area and adjacent regions: A combined fluorescent retrograde tracer and immunofluorescence study in the rat
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Genetic and dopaminergic modulation of reversal learning in a touchscreen-based operant procedure for mice
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Nucleus Accumbens Cholinergic Interneurons Oppose Cue-Motivated Behavior
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Circuit Architecture of VTA Dopamine Neurons Revealed by Systematic Input-Output Mapping
inferredcites →https://doi.org/10.1016/j.cell.2017.07.020openalex-snapshot
Molecular and Circuit-Dynamical Identification of Top-Down Neural Mechanisms for Restraint of Reward Seeking
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Reinforcement learning: The Good, The Bad and The Ugly
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NoRMCorre: An online algorithm for piecewise rigid motion correction of calcium imaging data
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Neural mechanisms of acquired phasic dopamine responses in learning
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Nucleus Accumbens Neurons Are Innately Tuned for Rewarding and Aversive Taste Stimuli, Encode Their Predictors, and Are Linked to Motor Output
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Midbrain Dopamine Neurons Encode a Quantitative Reward Prediction Error Signal
inferredcites →https://doi.org/10.1016/j.neuron.2008.02.021openalex-snapshot
Value Representations in the Primate Striatum during Matching Behavior
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Prefrontal Coding of Temporally Discounted Values during Intertemporal Choice
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Distinct Roles of Rodent Orbitofrontal and Medial Prefrontal Cortex in Decision Making
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Recombinase-Driver Rat Lines: Tools, Techniques, and Optogenetic Application to Dopamine-Mediated Reinforcement
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Whole-Brain Mapping of Direct Inputs to Midbrain Dopamine Neurons
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Action Selection and Action Value in Frontal-Striatal Circuits
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Synaptic and Behavioral Profile of Multiple Glutamatergic Inputs to the Nucleus Accumbens
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Cell-Type-Specific Activity in Prefrontal Cortex during Goal-Directed Behavior
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Roles of the Lateral Habenula and Anterior Cingulate Cortex in Negative Outcome Monitoring and Behavioral Adjustment in Nonhuman Primates
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Population-Level Representation of a Temporal Sequence Underlying Song Production in the Zebra Finch
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Ventral Pallidum Neurons Encode Incentive Value and Promote Cue-Elicited Instrumental Actions
inferredcites →https://doi.org/10.1016/j.neuron.2016.08.018openalex-snapshot
Distributed and Mixed Information in Monosynaptic Inputs to Dopamine Neurons
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Inhibitory Control in the Cortico-Basal Ganglia-Thalamocortical Loop: Complex Regulation and Interplay with Memory and Decision Processes
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Thalamic Regulation of Sucrose Seeking during Unexpected Reward Omission
inferredcites →https://doi.org/10.1016/j.neuron.2017.05.024openalex-snapshot
Temporal and Rate Coding for Discrete Event Sequences in the Hippocampus
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Nucleus Accumbens Subnuclei Regulate Motivated Behavior via Direct Inhibition and Disinhibition of VTA Dopamine Subpopulations
inferredcites →https://doi.org/10.1016/j.neuron.2018.07.051openalex-snapshot
Coordinated Reductions in Excitatory Input to the Nucleus Accumbens Underlie Food Consumption
inferredcites →https://doi.org/10.1016/j.neuron.2019.04.015openalex-snapshot
Increased Cocaine Motivation Is Associated with Degraded Spatial and Temporal Representations in IL-NAc Neurons
inferredcites →https://doi.org/10.1016/j.neuron.2019.04.037openalex-snapshot
Rapid Plasticity of Higher-Order Thalamocortical Inputs during Sensory Learning
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Songbird Ventral Pallidum Sends Diverse Performance Error Signals to Dopaminergic Midbrain
inferredcites →https://doi.org/10.1016/j.neuron.2019.05.018openalex-snapshot
Paraventricular Thalamus Projection Neurons Integrate Cortical and Hypothalamic Signals for Cue-Reward Processing
inferredcites →https://doi.org/10.1016/j.neuron.2019.06.001openalex-snapshot
Stable Representations of Decision Variables for Flexible Behavior
inferredcites →https://doi.org/10.1016/j.neuron.2019.11.018openalex-snapshot
Dopaminergic and Prefrontal Basis of Learning from Sensory Confidence and Reward Value
inferredcites →https://doi.org/10.1016/j.neuron.2019.12.006openalex-snapshot
Opposing Contributions of GABAergic and Glutamatergic Ventral Pallidal Neurons to Motivational Behaviors
inferredcites →https://doi.org/10.1016/j.neuron.2019.12.015openalex-snapshot
Deep Multilayer Brain Proteomics Identifies Molecular Networks in Alzheimer’s Disease Progression
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Dopaminergic Transmission Rapidly and Persistently Enhances Excitability of D1 Receptor-Expressing Striatal Projection Neurons
inferredcites →https://doi.org/10.1016/j.neuron.2020.06.014openalex-snapshot
Deep Reinforcement Learning and Its Neuroscientific Implications
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Neural Sequences as an Optimal Dynamical Regime for the Readout of Time
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A role for dopamine D2 receptors in reversal learning
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A hypothesis for basal ganglia-dependent reinforcement learning in the songbird
inferredcites →https://doi.org/10.1016/j.neuroscience.2013.03.023openalex-snapshot
Spiraling dopaminergic circuitry from the ventral striatum to dorsal striatum is an effective feed-forward loop
inferredcites →https://doi.org/10.1016/j.nlm.2007.03.003openalex-snapshot
The effect of striatal dopamine depletion and the adenosine A2A antagonist KW-6002 on reversal learning in rats
inferredcites →https://doi.org/10.1016/j.tics.2010.12.004openalex-snapshot
Value, pleasure and choice in the ventral prefrontal cortex
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Reinforcement Learning, Fast and Slow
inferredcites →https://doi.org/10.1016/j.tins.2010.02.002openalex-snapshot
The addicted synapse: mechanisms of synaptic and structural plasticity in nucleus accumbens
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Limbic-striatal interactions in reward-related processes
inferredcites →https://doi.org/10.1016/s0163-1047(85)90640-5openalex-snapshot
Alternation behavior, spatial discrimination, and reversal disturbances following 6-hydroxydopamine lesions in the nucleus accumbens of the rat
inferredcites →https://doi.org/10.1016/s0306-4522(03)00150-7openalex-snapshot
Individual nucleus accumbens-projection neurons receive both basolateral amygdala and ventral subicular afferents in rats
inferredcites →https://doi.org/10.1016/s0306-4522(98)00697-6openalex-snapshot
A neural network model with dopamine-like reinforcement signal that learns a spatial delayed response task
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Metalearning and neuromodulation
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Dopamine-dependent plasticity of corticostriatal synapses
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Actor–critic models of the basal ganglia: new anatomical and computational perspectives
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Temporal Difference Models and Reward-Related Learning in the Human Brain
inferredcites →https://doi.org/10.1016/s0896-6273(03)00185-5openalex-snapshot
Representation of Time by Neurons in the Posterior Parietal Cortex of the Macaque
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Neural Encoding in Ventral Striatum during Olfactory Discrimination Learning
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Learning to Predict by the Methods of Temporal Differences
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The hippocampus, time, and memory across scales.
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Dopamine neurons report an error in the temporal prediction of reward during learning
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Molecular basis of long-term plasticity underlying addiction
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A cellular mechanism of reward-related learning
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An ultra-sparse code underliesthe generation of neural sequences in a songbird
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Two types of dopamine neuron distinctly convey positive and negative motivational signals
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Support for a synaptic chain model of neuronal sequence generation
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Excitatory transmission from the amygdala to nucleus accumbens facilitates reward seeking
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Neuron-type-specific signals for reward and punishment in the ventral tegmental area
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Choice-specific sequences in parietal cortex during a virtual-navigation decision task
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Selective corticostriatal plasticity during acquisition of an auditory discrimination task
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Arithmetic and local circuitry underlying dopamine prediction errors
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A thalamic input to the nucleus accumbens mediates opiate dependence
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Prefrontal cortex output circuits guide reward seeking through divergent cue encoding
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Thalamic amplification of cortical connectivity sustains attentional control
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A dynamic code for economic object valuation in prefrontal cortex neurons
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Ventral hippocampal afferents to the nucleus accumbens regulate susceptibility to depression
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Transient stimulation of distinct subpopulations of striatal neurons mimics changes in action value
inferredcites →https://doi.org/10.1038/nn.3413openalex-snapshot
A causal link between prediction errors, dopamine neurons and learning
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Cocaine exposure reorganizes cell type– and input-specific connectivity in the nucleus accumbens
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Encoding and decoding in parietal cortex during sensorimotor decision-making
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Mesolimbic dopamine signals the value of work
inferredcites →https://doi.org/10.1038/nn.4287openalex-snapshot
Reward and choice encoding in terminals of midbrain dopamine neurons depends on striatal target
inferredcites →https://doi.org/10.1038/nn.4482openalex-snapshot
Circuit specificity in the inhibitory architecture of the VTA regulates cocaine-induced behavior
inferredcites →https://doi.org/10.1038/nn1817openalex-snapshot
Separate neural substrates for skill learning and performance in the ventral and dorsal striatum
inferredcites →https://doi.org/10.1038/nn973openalex-snapshot
Early consolidation of instrumental learning requires protein synthesis in the nucleus accumbens
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The Reward Circuit: Linking Primate Anatomy and Human Imaging
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Reinforcement determines the timing dependence of corticostriatal synaptic plasticity in vivo
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An ensemble code in medial prefrontal cortex links prior events to outcomes during learning
inferredcites →https://doi.org/10.1038/s41467-018-06849-zopenalex-snapshot
Ventral pallidum encodes relative reward value earlier and more robustly than nucleus accumbens
inferredcites →https://doi.org/10.1038/s41583-019-0189-2openalex-snapshot
Striatal circuits for reward learning and decision-making
inferredcites →https://doi.org/10.1038/s41583-020-0355-6openalex-snapshot
Beyond dichotomies in reinforcement learning
inferredcites →https://doi.org/10.1038/s41586-019-1261-9openalex-snapshot
Specialized coding of sensory, motor and cognitive variables in VTA dopamine neurons
inferredcites →https://doi.org/10.1038/s41586-019-1787-xopenalex-snapshot
Distributed coding of choice, action and engagement across the mouse brain
inferredcites →https://doi.org/10.1038/s41593-017-0027-7openalex-snapshot
An interactive framework for whole-brain maps at cellular resolution
inferredcites →https://doi.org/10.1038/s41593-018-0147-8openalex-snapshot
Prefrontal cortex as a meta-reinforcement learning system
inferredcites →https://doi.org/10.1038/s41593-018-0191-4openalex-snapshot
Dopamine neurons create Pavlovian conditioned stimuli with circuit-defined motivational properties
inferredcites →https://doi.org/10.1038/s41593-018-0203-4openalex-snapshot
Mapping projections of molecularly defined dopamine neuron subtypes using intersectional genetic approaches
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Single-trial neural dynamics are dominated by richly varied movements
inferredcites →https://doi.org/10.1038/s41593-020-0655-1openalex-snapshot
Multiple convergent hypothalamus–brainstem circuits drive defensive behavior
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A quantitative reward prediction error signal in the ventral pallidum
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Dopaminergic control of synaptic plasticity in the dorsal striatum
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Dopaminergic modulation of short-term synaptic plasticity at striatal inhibitory synapses
inferredcites →https://doi.org/10.1073/pnas.0909881106openalex-snapshot
Neural representation of time in cortico-basal ganglia circuits
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Response-reinforcement learning is dependent on N -methyl- d -aspartate receptor activation in the nucleus accumbens core
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The Synaptic Organization of the Brain
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Basal Ganglia
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Determining a Role for Ventromedial Prefrontal Cortex in Encoding Action-Based Value Signals During Reward-Related Decision Making
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Frequency-Dependent Corticostriatal Disinhibition Resulting from Chronic Dopamine Depletion: Role of Local Striatal cGMP and GABA-AR Signaling
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Enhanced Population Coding for Rewarded Choices in the Medial Frontal Cortex of the Mouse
inferredcites →https://doi.org/10.1101/825810openalex-snapshot
Distinct roles for motor cortical and thalamic inputs to striatum during motor learning and execution
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The impact of reporter kinetics on the interpretation of data gathered with fluorescent reporters
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A pyramid approach to subpixel registration based on intensity
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An analysis of temporal-difference learning with function approximation
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Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning
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Reinforcement Learning: An Introduction
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Reinforcement Learning: An Introduction
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Recruitment and disruption of ventral pallidal cue encoding during alcohol seeking
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Dopamine D1‐like receptor modulates layer‐ and frequency‐specific short‐term synaptic plasticity in rat prefrontal cortical neurons
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Nucleus accumbens neurons encode Pavlovian approach behaviors: evidence from an autoshaping paradigm
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How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysis
inferredcites →https://doi.org/10.1111/j.1460-9568.2012.08055.xopenalex-snapshot
Neural control of dopamine neurotransmission: implications for reinforcement learning
inferredcites →https://doi.org/10.1111/jnc.14972openalex-snapshot
Cyclic AMP‐dependent protein kinase and D1 dopamine receptors regulate diacylglycerol lipase‐α and synaptic 2‐arachidonoyl glycerol signaling
inferredcites →https://doi.org/10.1126/science.1094285openalex-snapshot
Dissociable Roles of Ventral and Dorsal Striatum in Instrumental Conditioning
inferredcites →https://doi.org/10.1126/science.1159775openalex-snapshot
Internally Generated Cell Assembly Sequences in the Rat Hippocampus
inferredcites →https://doi.org/10.1126/science.1160575openalex-snapshot
Dichotomous Dopaminergic Control of Striatal Synaptic Plasticity
inferredcites →https://doi.org/10.1126/science.1168878openalex-snapshot
Phasic Firing in Dopaminergic Neurons Is Sufficient for Behavioral Conditioning
inferredcites →https://doi.org/10.1126/science.1237059openalex-snapshot
Cocaine Disinhibits Dopamine Neurons by Potentiation of GABA Transmission in the Ventral Tegmental Area
inferredcites →https://doi.org/10.1126/science.1255514openalex-snapshot
A critical time window for dopamine actions on the structural plasticity of dendritic spines
inferredcites →https://doi.org/10.1126/science.275.5306.1593openalex-snapshot
A Neural Substrate of Prediction and Reward
inferredcites →https://doi.org/10.1126/science.aat0481openalex-snapshot
Dynamic salience processing in paraventricular thalamus gates associative learning
inferredcites →https://doi.org/10.1146/annurev-neuro-061010-113641openalex-snapshot
Modulation of Striatal Projection Systems by Dopamine
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Dopaminergic Modulation of Neuronal Excitability in the Striatum and Nucleus Accumbens
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Changes in the neural control of a complex motor sequence during learning
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Firing Patterns of Accumbal Neurons During a Pavlovian-Conditioned Approach Task
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A Pallidus-Habenula-Dopamine Pathway Signals Inferred Stimulus Values
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Singing-Related Activity of Identified HVC Neurons in the Zebra Finch
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Encoding Network States by Striatal Cell Assemblies
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Social Modulation of Sequence and Syllable Variability in Adult Birdsong
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Predictive Reward Signal of Dopamine Neurons
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Neurons in the Thalamic CM-Pf Complex Supply Striatal Neurons With Information About Behaviorally Significant Sensory Events
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Temporal Sequence Learning, Prediction, and Control: A Review of Different Models and Their Relation to Biological Mechanisms
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The Nucleus Accumbens and Pavlovian Reward Learning
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Neural Correlates of Temporal Credit Assignment
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Dopamine D2receptors mediate two-odor discrimination and reversal learning in C57BL/6 mice
inferredcites →https://doi.org/10.1186/1471-2202-6-9openalex-snapshot
Nucleus accumbens core lesions retard instrumental learning and performance with delayed reinforcement in the rat
inferredcites →https://doi.org/10.1371/journal.pcbi.1004540openalex-snapshot
Parallel Representation of Value-Based and Finite State-Based Strategies in the Ventral and Dorsal Striatum
inferredcites →https://doi.org/10.1371/journal.pone.0088725openalex-snapshot
Neural Correlates of Temporal Credit Assignment in the Parietal Lobe
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Representation of Future and Previous Spatial Goals by Separate Neural Populations in Prefrontal Cortex
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Working Memory Contributions to Reinforcement Learning Impairments in Schizophrenia
inferredcites →https://doi.org/10.1523/jneurosci.1412-21.2022openalex-snapshot
Activity Subspaces in Medial Prefrontal Cortex Distinguish States of the World
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Ventral Pallidal Representation of Pavlovian Cues and Reward: Population and Rate Codes
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Dopamine Cells Respond to Predicted Events during Classical Conditioning: Evidence for Eligibility Traces in the Reward-Learning Network
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A framework for mesencephalic dopamine systems based on predictive Hebbian learning
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Dissociation in Effects of Lesions of the Nucleus Accumbens Core and Shell on Appetitive Pavlovian Approach Behavior and the Potentiation of Conditioned Reinforcement and Locomotor Activity byd-Amphetamine
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Striatonigrostriatal Pathways in Primates Form an Ascending Spiral from the Shell to the Dorsolateral Striatum
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Differential Involvement of NMDA, AMPA/Kainate, and Dopamine Receptors in the Nucleus Accumbens Core in the Acquisition and Performance of Pavlovian Approach Behavior
inferredcites →https://doi.org/10.1523/jneurosci.2489-13.2014openalex-snapshot
Phasic Dopamine Release in the Rat Nucleus Accumbens Symmetrically Encodes a Reward Prediction Error Term
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Ventral Striatal Neurons Encode the Value of the Chosen Action in Rats Deciding between Differently Delayed or Sized Rewards
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Working Memory Load Strengthens Reward Prediction Errors
inferredcites →https://doi.org/10.1523/jneurosci.2728-09.2009openalex-snapshot
Role of Striatum in Updating Values of Chosen Actions
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The Role of Dorsal Striatal D2-Like Receptors in Reversal Learning: A Reinforcement Learning Viewpoint: Figure 1.
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Dopamine Excites Nucleus Accumbens Neurons through the Differential Modulation of Glutamate and GABA Release
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Prefrontal Neurons Encode a Solution to the Credit-Assignment Problem
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Dopaminergic Drugs Modulate Learning Rates and Perseveration in Parkinson's Patients in a Dynamic Foraging Task
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Temporal Convergence of Dynamic Cell Assemblies in the Striato-Pallidal Network
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Choice Coding in Frontal Cortex during Stimulus-Guided or Action-Guided Decision-Making
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Sequentially Switching Cell Assemblies in Random Inhibitory Networks of Spiking Neurons in the Striatum
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Role of dopamine D2 receptors in human reinforcement learning
inferredcites →https://doi.org/10.3389/fnbeh.2014.00304openalex-snapshot
N-methyl-D-aspartate receptor-mediated glutamate transmission in nucleus accumbens plays a more important role than that in dorsal striatum in cognitive flexibility
inferredcites →https://doi.org/10.3389/fnbeh.2014.00368openalex-snapshot
Role of dopamine D2 receptors in optimizing choice strategy in a dynamic and uncertain environment
inferredcites →https://doi.org/10.3389/fncir.2018.00053openalex-snapshot
Eligibility Traces and Plasticity on Behavioral Time Scales: Experimental Support of NeoHebbian Three-Factor Learning Rules
inferredcites →https://doi.org/10.3389/fncom.2013.00194openalex-snapshot
Time representation in reinforcement learning models of the basal ganglia
inferredcites →https://doi.org/10.3758/cabn.6.1.86openalex-snapshot
Dopamine D2 receptors mediate reversal learning in male C57BL/6J mice
inferredcites →https://doi.org/10.48550/arxiv.1308.3513openalex-snapshot
Hidden Parameter Markov Decision Processes: A Semiparametric Regression Approach for Discovering Latent Task Parametrizations
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RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning
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Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
inferredcites →https://doi.org/10.48550/arxiv.1803.07551openalex-snapshot
Meta Reinforcement Learning with Latent Variable Gaussian Processes
inferredcites →https://doi.org/10.48550/arxiv.1903.08254openalex-snapshot
Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables
inferredcites →https://doi.org/10.7554/elife.13665openalex-snapshot
Midbrain dopamine neurons compute inferred and cached value prediction errors in a common framework
inferredcites →https://doi.org/10.7554/elife.19103openalex-snapshot
A comprehensive excitatory input map of the striatum reveals novel functional organization
inferredcites →https://doi.org/10.7554/elife.19507openalex-snapshot
Dissociated sequential activity and stimulus encoding in the dorsomedial striatum during spatial working memory
inferredcites →https://doi.org/10.7554/elife.21492openalex-snapshot
Reward-based training of recurrent neural networks for cognitive and value-based tasks
inferredcites →https://doi.org/10.7554/elife.26839openalex-snapshot
Two-photon calcium imaging of the medial prefrontal cortex and hippocampus without cortical invasion
inferredcites →https://doi.org/10.7554/elife.28728openalex-snapshot
Efficient and accurate extraction of in vivo calcium signals from microendoscopic video data
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What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Ventral pallidum neurons projecting to the ventral tegmental area reinforce but do not invigorate reward-seeking behavior
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Dopamine signals as temporal difference errors: recent advances
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The learning of prospective and retrospective cognitive maps within neural circuits
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Value and choice as separable and stable representations in orbitofrontal cortex
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A neural substrate of sex-dependent modulation of motivation
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A behavioural correlate of the synaptic eligibility trace in the nucleus accumbens
inferred← citeshttps://doi.org/10.1101/2021.12.01.469698openalex-snapshot
Distributed processing for action control by prelimbic circuits targeting anterior-posterior dorsal striatal subregions
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Ventral pallidum projections to the ventral tegmental area reinforce but do not invigorate reward-seeking behavior
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Context coding in the mouse nucleus accumbens modulates motivationally relevant information
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Disruption of Nrxn1α within excitatory forebrain circuits drives value-based dysfunction
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