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| Open AccessDopaminergic systems create reward seeking despite adverse consequences
In Drosophila, a subpopulation of reward-encoding dopaminergic neurons antagonizes punishment-encoding neurons and can override punishment or hunger cues in favour of reward-seeking behaviour.
- Kristijan D. Jovanoski
- , Lucille Duquenoy
- & Scott Waddell
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Article |
Dopaminergic error signals retune to social feedback during courtship
In male zebra finches, dopamine responses in Area X are retuned away from self-evaluation of song performance and towards social feedback to song performance when females are present.
- Andrea Roeser
- , Vikram Gadagkar
- & Jesse H. Goldberg
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Article |
Intrinsic dopamine and acetylcholine dynamics in the striatum of mice
In the absence of reward, dopamine and acetylcholine levels in the striatum fluctuate in a phasic manner, with their dynamics autonomously organized by extra-striatal neurons.
- Anne C. Krok
- , Marta Maltese
- & Nicolas X. Tritsch
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Article
| Open AccessSpontaneous behaviour is structured by reinforcement without explicit reward
Photometric recordings and optogenetic manipulation show that dopamine fluctuations in the dorsolateral striatum in mice modulate the use, sequencing and vigour of behavioural modules during spontaneous behaviour.
- Jeffrey E. Markowitz
- , Winthrop F. Gillis
- & Sandeep Robert Datta
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Article
| Open AccessMesolimbic dopamine adapts the rate of learning from action
Analysis of data collected from mice learning a trace conditioning paradigm shows that phasic dopamine activity in the brain can regulate direct learning of behavioural policies, and dopamine sets an adaptive learning rate rather than an error-like teaching signal.
- Luke T. Coddington
- , Sarah E. Lindo
- & Joshua T. Dudman
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Article |
Behavioural and dopaminergic signatures of resilience
Neural recording and closed-loop manipulation during chronic stress in mice reveal causal links between dopamine, behavior and resilience.
- Lindsay Willmore
- , Courtney Cameron
- & Annegret L. Falkner
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Article |
Hippocampal astrocytes encode reward location
Astrocytes can encode an expected reward location in familiar spatial contexts.
- Adi Doron
- , Alon Rubin
- & Inbal Goshen
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Article |
Dual action of ketamine confines addiction liability
Experiments in mice show that although ketamine has positive reinforcement properties, which are driven by its action on the dopamine system, it does not induce the synaptic plasticity that is typically observed with addiction.
- Linda D. Simmler
- , Yue Li
- & Christian Lüscher
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Article |
Spatiotemporal dynamics of noradrenaline during learned behaviour
Noradrenaline-expressing neurons in the locus coeruleus in mouse facilitate task execution and encode reinforcement in learning tasks, via partially modular projections to the cortex.
- Vincent Breton-Provencher
- , Gabrielle T. Drummond
- & Mriganka Sur
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Article |
Reverse-translational identification of a cerebellar satiation network
Activity in anterior deep cerebellar nuclei reduces food consumption in mice without reducing metabolic rate, potentially identifying a therapeutic target for disorders involving excessive eating.
- Aloysius Y. T. Low
- , Nitsan Goldstein
- & J. Nicholas Betley
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Article |
An endogenous opioid circuit determines state-dependent reward consumption
Studies in mice show that µ-opioid peptide receptor regulation of reward consumption in mice acts through a specific dorsal raphe to nucleus accumbens projection and requires enkephalin-producing neurons.
- Daniel C. Castro
- , Corinna S. Oswell
- & Michael R. Bruchas
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Article |
Food cue regulation of AGRP hunger neurons guides learning
In response to food cues, a hypothalamic circuit in the mouse brain transiently inhibits neurons expressing agouti-related peptide, and this promotes learning of cue-initiated food-seeking tasks.
- Janet Berrios
- , Chia Li
- & Bradford B. Lowell
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Article |
Cell-type-specific asynchronous modulation of PKA by dopamine in learning
The net PKA activities in each class of spiny projection neuron in the nucleus accumbens of the mouse are dichotomously modulated by asynchronous positive and negative dopamine signals during different phases of learning.
- Suk Joon Lee
- , Bart Lodder
- & Bernardo L. Sabatini
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Article |
Values encoded in orbitofrontal cortex are causally related to economic choices
Direct electrical stimulation of the brain in rhesus monkeys (Macaca mulatta) predictably varied subjective valuation and choices, linking valuation and economic decision making to the orbitofrontal cortex.
- Sébastien Ballesta
- , Weikang Shi
- & Camillo Padoa-Schioppa
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Article |
Local and global consequences of reward-evoked striatal dopamine release
Molecular and functional magnetic resonance imaging in the rat reveals distinct neuromodulatory effects of striatal dopamine that extend beyond peak release sites and activate remote neural populations necessary for performing motivated actions.
- Nan Li
- & Alan Jasanoff
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Article |
A distributional code for value in dopamine-based reinforcement learning
Analyses of single-cell recordings from mouse ventral tegmental area are consistent with a model of reinforcement learning in which the brain represents possible future rewards not as a single mean of stochastic outcomes, as in the canonical model, but instead as a probability distribution.
- Will Dabney
- , Zeb Kurth-Nelson
- & Matthew Botvinick
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Article |
Habenular TCF7L2 links nicotine addiction to diabetes
The transcription factor TCF7L2 mediates two important responses to nicotine in the medial habenula region of the rodent brain: aversion to nicotine, and regulation of blood sugar levels through a polysynaptic habenula–pancreas circuit.
- Alexander Duncan
- , Mary P. Heyer
- & Paul J. Kenny
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Letter |
Specialized coding of sensory, motor and cognitive variables in VTA dopamine neurons
Two-photon calcium imaging of a large population of dopamine neurons in the ventral tegmental area of mice performing a virtual-reality navigation task reveals the organization principles of the dopamine system.
- Ben Engelhard
- , Joel Finkelstein
- & Ilana B. Witten
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Stochastic synaptic plasticity underlying compulsion in a model of addiction
In mice, synaptic potentiation of transmission from the orbitofrontal cortex to the dorsal striatum drives compulsive reinforcement, a defining symptom of addiction.
- Vincent Pascoli
- , Agnès Hiver
- & Christian Lüscher
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Letter |
Reward behaviour is regulated by the strength of hippocampus–nucleus accumbens synapses
Dopamine-independent induction of long-term potentiation at hippocampal synapses onto the nucleus accumbens modulates reward-related behaviour.
- Tara A. LeGates
- , Mark D. Kvarta
- & Scott M. Thompson
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Article |
Mastering the game of Go without human knowledge
Starting from zero knowledge and without human data, AlphaGo Zero was able to teach itself to play Go and to develop novel strategies that provide new insights into the oldest of games.
- David Silver
- , Julian Schrittwieser
- & Demis Hassabis
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Letter |
Dynamic corticostriatal activity biases social bonding in monogamous female prairie voles
In a prairie vole (Microtus ochrogaster) model of social bonding, a functional circuit from the prefrontal cortex to nucleus accumbens is dynamically modulated to enhance females’ affiliative behaviour towards a partner.
- Elizabeth A. Amadei
- , Zachary V. Johnson
- & Robert C. Liu
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Letter |
Cerebellar granule cells encode the expectation of reward
A sizable fraction of granule cells convey information about the expectation of reward, with different populations responding to reward delivery, anticipation and omission, with some responses evolving over time with learning.
- Mark J. Wagner
- , Tony Hyun Kim
- & Liqun Luo
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Review Article |
The effects of Δ9-tetrahydrocannabinol on the dopamine system
A review into the complex effects of Δ9-tetrahydrocannabinol on the dopamine system, examining data from animal and human studies and discussing the necessary future direction of research.
- Michael A. P. Bloomfield
- , Abhishekh H. Ashok
- & Oliver D. Howes
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Letter |
A basal ganglia circuit for evaluating action outcomes
In mice, glutamatergic globus pallidus neurons projecting to the lateral habenula (GPh neurons) bi-directionally encode positive and negative prediction error signals that are critical for outcome evaluation and are driven by a subset of basal ganglia circuits.
- Marcus Stephenson-Jones
- , Kai Yu
- & Bo Li
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Article |
Rapid signalling in distinct dopaminergic axons during locomotion and reward
Fast phasic signals in dopaminergic axons in the dorsal striatum occur during, and can induce, motor accelerations in mice, and these signals are transmitted by a largely distinct population of dopaminergic axons from those that signal reward.
- M. W. Howe
- & D. A. Dombeck
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Letter |
Basal forebrain projections to the lateral habenula modulate aggression reward
Here, the circuits underlying the motivational or rewarding component to aggression are deconstructed, showing that an inhibitory projection from the basal forebrain to the lateral habenula bi-directionally controls this aspect of aggression.
- Sam A. Golden
- , Mitra Heshmati
- & Scott J. Russo
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Letter |
Opponent and bidirectional control of movement velocity in the basal ganglia
Activity in the direct and indirect basal ganglia pathways can bidirectionally control the speed of movements that underlie reward-seeking actions in mice without affecting motivation.
- Eric A. Yttri
- & Joshua T. Dudman
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Letter |
A thalamic input to the nucleus accumbens mediates opiate dependence
The paraventricular nucleus of the thalamus to the nucleus accumbens pathway mediates physical signs and aversive memory of opiate withdrawal.
- Yingjie Zhu
- , Carl F. R. Wienecke
- & Xiaoke Chen
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Article |
Mastering the game of Go with deep neural networks and tree search
A computer Go program based on deep neural networks defeats a human professional player to achieve one of the grand challenges of artificial intelligence.
- David Silver
- , Aja Huang
- & Demis Hassabis
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Letter |
Arithmetic and local circuitry underlying dopamine prediction errors
Dopamine neurons in the ventral tegmental area calculate reward prediction error by subtracting input from neighbouring GABA neurons.
- Neir Eshel
- , Michael Bukwich
- & Naoshige Uchida
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Letter |
A circuit mechanism for differentiating positive and negative associations
Neurons in the basolateral amygdala projecting to canonical fear or reward circuits undergo opposing changes in synaptic strength following fear or reward conditioning, and selectively activating these projection-target-defined neural populations causes either negative or positive reinforcement, respectively.
- Praneeth Namburi
- , Anna Beyeler
- & Kay M. Tye
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Letter |
A subset of dopamine neurons signals reward for odour memory in Drosophila
A group of dopamine neurons that are distinct from those mediating aversive reinforcement is found to signal sugar reward in the fly brain, highlighting the evolutionarily conserved function of dopamine neurons in reward processing.
- Chang Liu
- , Pierre-Yves Plaçais
- & Hiromu Tanimoto
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News |
Rejected flies turn to booze
Single neurotransmitter underlies rewards from sex and alcohol.
- Ed Yong
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News & Views |
Reward alters specific connections
How does the brain couple a fleeting sensory input to a delayed reward during learning? A study in locusts shows that coincident firing of neurons can 'mark' a neuronal connection for later modulation. See Article p.47
- Timothy E. Holy
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Letter |
Neuron-type-specific signals for reward and punishment in the ventral tegmental area
Dopaminergic neurons in the mouse ventral tegmental area signal the difference between received and expected reward, whereas GABAergic neurons signal expected reward.
- Jeremiah Y. Cohen
- , Sebastian Haesler
- & Naoshige Uchida