Published in PLoS Comput Biol on March 05, 2015
Toward an Integration of Deep Learning and Neuroscience. Front Comput Neurosci (2016) 0.97
Implicit Value Updating Explains Transitive Inference Performance: The Betasort Model. PLoS Comput Biol (2015) 0.78
Reinforcement Learning of Linking and Tracing Contours in Recurrent Neural Networks. PLoS Comput Biol (2015) 0.77
Spatial diversity of spontaneous activity in the cortex. Front Neural Circuits (2015) 0.76
The laminar integration of sensory inputs with feedback signals in human cortex. Brain Cogn (2016) 0.76
Learning a New Selection Rule in Visual and Frontal Cortex. Cereb Cortex (2016) 0.75
The influence of attention and reward on the learning of stimulus-response associations. Sci Rep (2017) 0.75
The neural basis of decision making. Annu Rev Neurosci (2007) 13.73
Getting formal with dopamine and reward. Neuron (2002) 9.83
Neurons in the orbitofrontal cortex encode economic value. Nature (2006) 8.59
The time course of perceptual choice: the leaky, competing accumulator model. Psychol Rev (2001) 8.46
Mnemonic coding of visual space in the monkey's dorsolateral prefrontal cortex. J Neurophysiol (1989) 7.86
Synaptic tagging and long-term potentiation. Nature (1997) 7.65
Categorical representation of visual stimuli in the primate prefrontal cortex. Science (2001) 6.62
Multiple dopamine functions at different time courses. Annu Rev Neurosci (2007) 6.18
Selective gating of visual signals by microstimulation of frontal cortex. Nature (2003) 5.80
Representation of action-specific reward values in the striatum. Science (2005) 5.76
Cortical map reorganization enabled by nucleus basalis activity. Science (1998) 5.65
Saccade target selection and object recognition: evidence for a common attentional mechanism. Vision Res (1996) 4.91
Practising orientation identification improves orientation coding in V1 neurons. Nature (2001) 4.86
Computational roles for dopamine in behavioural control. Nature (2004) 4.84
Graded persistent activity in entorhinal cortex neurons. Nature (2002) 4.62
The multiple-demand (MD) system of the primate brain: mental programs for intelligent behaviour. Trends Cogn Sci (2010) 4.59
Long short-term memory. Neural Comput (1997) 4.40
Midbrain dopamine neurons encode decisions for future action. Nat Neurosci (2006) 4.39
Cortico-basal ganglia circuit mechanism for a decision threshold in reaction time tasks. Nat Neurosci (2006) 4.36
Reward, motivation, and reinforcement learning. Neuron (2002) 4.28
Probabilistic reasoning by neurons. Nature (2007) 4.25
Neuronal correlates of parametric working memory in the prefrontal cortex. Nature (1999) 3.98
Orbitofrontal cortex and its contribution to decision-making. Annu Rev Neurosci (2007) 3.81
Memory related motor planning activity in posterior parietal cortex of macaque. Exp Brain Res (1988) 3.79
Flexible control of mutual inhibition: a neural model of two-interval discrimination. Science (2005) 3.74
On the actions that one nerve cell can have on another: distinguishing "drivers" from "modulators". Proc Natl Acad Sci U S A (1998) 3.70
Flutter discrimination: neural codes, perception, memory and decision making. Nat Rev Neurosci (2003) 3.64
Making working memory work: a computational model of learning in the prefrontal cortex and basal ganglia. Neural Comput (2006) 3.59
Experience-dependent representation of visual categories in parietal cortex. Nature (2006) 3.54
Neuronal correlates of goal-based motor selection in the prefrontal cortex. Science (2003) 3.53
Solving the distal reward problem through linkage of STDP and dopamine signaling. Cereb Cortex (2007) 3.20
Attentional control of early perceptual learning. Proc Natl Acad Sci U S A (1993) 3.07
The importance of mixed selectivity in complex cognitive tasks. Nature (2013) 3.05
Mechanism of graded persistent cellular activity of entorhinal cortex layer v neurons. Neuron (2006) 2.81
Cascade models of synaptically stored memories. Neuron (2005) 2.79
Model for a robust neural integrator. Nat Neurosci (2002) 2.61
Basal ganglia orient eyes to reward. J Neurophysiol (2006) 2.55
Neuronal correlates of a perceptual decision in ventral premotor cortex. Neuron (2004) 2.46
Parallel processing strategies of the primate visual system. Nat Rev Neurosci (2009) 2.43
Correlated neuronal discharges that increase coding efficiency during perceptual discrimination. Neuron (2003) 2.22
A computational model of action selection in the basal ganglia. I. A new functional anatomy. Biol Cybern (2001) 2.21
Long-range neuronal circuits underlying the interaction between sensory and motor cortex. Neuron (2011) 2.20
Learning in spiking neural networks by reinforcement of stochastic synaptic transmission. Neuron (2003) 1.98
A critical time window for dopamine actions on the structural plasticity of dendritic spines. Science (2014) 1.95
A physiologically plausible model of action selection and oscillatory activity in the basal ganglia. J Neurosci (2006) 1.82
Conditional modulation of spike-timing-dependent plasticity for olfactory learning. Nature (2012) 1.78
Perceptual learning rules based on reinforcers and attention. Trends Cogn Sci (2010) 1.69
Dorsal raphe neurons signal reward through 5-HT and glutamate. Neuron (2014) 1.60
Discrimination in the sense of flutter: new psychophysical measurements in monkeys. J Neurosci (1997) 1.59
Selective attention modulates implicit learning. Q J Exp Psychol A (2001) 1.55
Attention-gated reinforcement learning of internal representations for classification. Neural Comput (2005) 1.40
Activity of neurons in the lateral intraparietal area of the monkey during an antisaccade task. Nat Neurosci (1999) 1.36
Synaptic computation underlying probabilistic inference. Nat Neurosci (2009) 1.36
Frontal eye field sends delay activity related to movement, memory, and vision to the superior colliculus. J Neurophysiol (2001) 1.30
Different glutamate receptors convey feedforward and recurrent processing in macaque V1. Proc Natl Acad Sci U S A (2012) 1.24
Inhibitory control by an integral feedback signal in prefrontal cortex: a model of discrimination between sequential stimuli. Proc Natl Acad Sci U S A (2005) 1.20
Dynamic encoding of responses and outcomes by neurons in medial prefrontal cortex. J Neurosci (2009) 1.19
Learning of sequential movements by neural network model with dopamine-like reinforcement signal. Exp Brain Res (1998) 1.18
Reinforcement learning in populations of spiking neurons. Nat Neurosci (2009) 1.15
Synaptic properties of corticocortical connections between the primary and secondary visual cortical areas in the mouse. J Neurosci (2011) 1.11
Same or different? A neural circuit mechanism of similarity-based pattern match decision making. J Neurosci (2011) 1.09
Identification of transmitter systems and learning tag molecules involved in behavioral tagging during memory formation. Proc Natl Acad Sci U S A (2011) 1.09
Learning to select actions with spiking neurons in the Basal Ganglia. Front Neurosci (2012) 1.09
Metaplasticity governs compartmentalization of synaptic tagging and capture through brain-derived neurotrophic factor (BDNF) and protein kinase Mzeta (PKMzeta). Proc Natl Acad Sci U S A (2011) 1.08
From fixed points to chaos: three models of delayed discrimination. Prog Neurobiol (2013) 1.07
Synaptic dynamics and decision making. Proc Natl Acad Sci U S A (2010) 1.04
An imperfect dopaminergic error signal can drive temporal-difference learning. PLoS Comput Biol (2011) 1.04
Unilateral lesions of the cholinergic basal forebrain and fornix in one hemisphere and inferior temporal cortex in the opposite hemisphere produce severe learning impairments in rhesus monkeys. Cereb Cortex (2002) 1.00
Reinforcement learning using a continuous time actor-critic framework with spiking neurons. PLoS Comput Biol (2013) 0.97
Emergence of complex computational structures from chaotic neural networks through reward-modulated Hebbian learning. Cereb Cortex (2012) 0.96
Spatio-temporal credit assignment in neuronal population learning. PLoS Comput Biol (2011) 0.91
Solving the problem of negative synaptic weights in cortical models. Neural Comput (2008) 0.88
The amygdala and basal forebrain as a pathway for motivationally guided attention. J Neurosci (2014) 0.88
Nucleus basalis of Meynert neuronal activity during a delayed response task in monkey. Brain Res (1986) 0.86
Flexible shaping: how learning in small steps helps. Cognition (2009) 0.82