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The cortex learns to make associations between stimuli and spiking activity which supports behaviour.
L. Zaborszky, A. Csordas, K. Mosca, J. Kim, M. R. Gielow, C. Vadasz, and Z. Nadasdy · 1911
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F. Rosenblatt · 1961
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On convergence proofs for perceptrons
A. B. Novikoff · 1962
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Cholinergic innervation of cortex by the basal forebrain: cytochemistry and cortical connections of the septal area, diagonal band nuclei, nucleus basalis (substantia innominata), and hypothalamus in the rhesus monkey
M.-M. Mesulam, E. J. Mufson, A. I. Levey, and B. H. Wainer · 1983
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Two types of muscarinic response to acetylcholine in mammalian cortical neurons
D. A. McCormick and D. A. Prince · 1985
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Learning process in an asymmetric threshold network
Y. LeCun · 1986
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Mechanisms of action of acetylcholine in the guinea-pig cerebral cortex in vitro
D. A. McCormick and D. A. Prince · 1986
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Solvable models of working memories
M. Mézard, J. P. Nadal, and G. Toulouse · 1986
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Associative recall of memory without errors
I. Kanter and H. Sompolinsky · 1987
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The space of interactions in neural network models
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The interaction space of neural networks with sign-constrained synapses
D. J. Amit, C. Campbell, and K. Y. M. Wong · 1989
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On the storage capacity with sign-constrained synaptic couplings
J.-P. Nadal · 1990
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Statistical mechanics of learning from examples
H. S. Seung, H. Sompolinsky, and N. Tishby · 1992
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“latent” inhibitory connections become functional during activity-dependent plasticity
S. Charpier, J. C. Behrends, A. Triller, D. S. Faber, and H. Korn · 1995
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Induction of a physiological memory in the cerebral cortex by stimulation of the nucleus basalis
J. S. Bakin and N. M. Weinberger · 1996
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Inferotemporal cortex and object vision
K. Tanaka · 1996
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Long-term potentiation in cultures of single hippocampal granule cells: a presynaptic form of plasticity
G. Tong, R. C. Malenka, and R. A. Nicoll · 1996
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Acetylcholine release in rat frontal and somatosensory cortex is enhanced during tactile discrimination learning
A. E. Butt, G. Testylier, and R. W. Dykes · 1997
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Central cholinergic systems and cognition
B. J. Everitt and T. W. Robbins · 1997
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Physiology and anatomy of synaptic connections between thick tufted pyramidal neurones in the developing rat neocortex
H. Markram, J. Lübke, M. Frotscher, A. Roth, and B. Sakmann · 1997
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Cortical map reorganization enabled by nucleus basalis activity
M. P. Kilgard and M. M. Merzenich · 1998
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Cholinergic switching within neocortical inhibitory networks
Z. Xiang, J. R. Huguenard, and D. A. Prince · 1998
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Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects
R. P. Rao and D. H. Ballard · 1999
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The role of acetylcholine in cortical synaptic plasticity
D. D. Rasmusson · 2000
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Memory-related acetylcholine efflux from rat prefrontal cortex and hippocampus: a microdialysis study
N. Hironaka, K.-i. Tanaka, Y. Izaki, K. Hori, and M. Nomura · 2001
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The release of noradrenaline in the locus coeruleus and prefrontal cortex studied with dual-probe microdialysis
O. L. Pudovkina, Y. Kawahara, J. de Vries, and B. H. Westerink · 2001
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Rate, timing, and cooperativity jointly determine cortical synaptic plasticity
P. J. Sjöström, G. G. Turrigiano, and S. B. Nelson · 2001
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Selective behavioral and neurochemical effects of cholinergic lesions produced by intrabasalis infusions of 192 igg-saporin on attentional performance in a five-choice serial reaction time task
J. McGaughy, J. W. Dalley, C. H. Morrison, B. J. Everitt, and T. W. Robbins · 2002
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Optimal information storage and the distribution of synaptic weights: perceptron versus purkinje cell
N. Brunel, V. Hakim, P. Isope, J.-P. Nadal, and B. Barbour · 2004
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Specific long-term memory traces in primary auditory cortex
N. M. Weinberger · 2004
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Highly nonrandom features of synaptic connectivity in local cortical circuits
S. Song, P. J. Sjöström, M. Reigl, S. Nelson, and D. B. Chklovskii · 2005
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Uncertainty, neuromodulation, and attention
A. J. Yu and P. Dayan · 2005
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Phasic norepinephrine: a neural interrupt signal for unexpected events
P. Dayan and A. J. Yu · 2006
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The tempotron: a neuron that learns spike timing–based decisions
R. Gütig and H. Sompolinsky · 2006
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Human taste thresholds are modulated by serotonin and noradrenaline
T. P. Heath, J. K. Melichar, D. J. Nutt, and L. F. Donaldson · 2006
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What can we learn from synaptic weight distributions?
B. Barbour, N. Brunel, V. Hakim, and J.-P. Nadal · 2007
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Activity-dependent modulation of layer 1 inhibitory neocortical circuits by acetylcholine
A. Brombas, L. N. Fletcher, and S. R. Williams · 2014
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Acetylcholine excites neocortical pyramidal neurons via nicotinic receptors
T. Hedrick and J. Waters · 2014
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Equalizing excitation–inhibition ratios across visual cortical neurons
M. Xue, B. V. Atallah, and M. Scanziani · 2014
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Enforcing balance allows local supervised learning in spiking recurrent networks
R. Bourdoukan and S. Denève · 2015
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Inhibitory and excitatory spike-timing-dependent plasticity in the auditory cortex
J. A. D’amour and R. C. Froemke · 2015
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Plasticity of cortical excitatory-inhibitory balance
R. C. Froemke · 2015
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Adrenergic modulation of olfactory bulb circuitry affects odor discrimination
W. Doucette, J. Milder, and D. Restrepo · 2007
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A synaptic memory trace for cortical receptive field plasticity
R. C. Froemke, M. M. Merzenich, and C. E. Schreiner · 2007
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Neuromodulators control the polarity of spike-timing-dependent synaptic plasticity
G. H. Seol, J. Ziburkus, S. Huang, L. Song, I. T. Kim, K. Takamiya, R. L. Huganir, H.-K. Lee, and A. Kirkwood · 2007
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A feedforward architecture accounts for rapid categorization
T. Serre, A. Oliva, and T. Poggio · 2007
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Silent synapses and the emergence of a postsynaptic mechanism for ltp
G. A. Kerchner and R. A. Nicoll · 2008
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The excitatory neuronal network of the c2 barrel column in mouse primary somatosensory cortex
S. Lefort, C. Tomm, J.-C. F. Sarria, and C. C. Petersen · 2008
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Central cholinergic neurons are rapidly recruited by reinforcement feedback
B. Hangya, S. P. Ranade, M. Lorenc, and A. Kepecs · 2015
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Disinhibition, a circuit mechanism for associative learning and memory
J. J. Letzkus, S. B. Wolff, and A. Lüthi · 2015
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Coordinated forms of noradrenergic plasticity in the locus coeruleus and primary auditory cortex
A. R. O. Martins and R. C. Froemke · 2015
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Synaptic scaling rule preserves excitatory–inhibitory balance and salient neuronal network dynamics
J. Barral and A. D. Reyes · 2016
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Is cortical connectivity optimized for storing information?
N. Brunel · 2016
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Efficient codes and balanced networks
S. Denève and C. K. Machens · 2016
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Spiking neurons can discover predictive features by aggregate-label learning
R. Gütig · 2016
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Cell-specific cholinergic modulation of excitability of layer 5b principal neurons in mouse auditory cortex
A. Joshi, B. I. Kalappa, C. T. Anderson, and T. Tzounopoulos · 2016
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Pupil fluctuations track rapid changes in adrenergic and cholinergic activity in cortex
J. Reimer, M. J. McGinley, Y. Liu, C. Rodenkirch, Q. Wang, D. A. McCormick, and A. S. Tolias · 2016
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Synaptic mechanisms of feature coding in the visual cortex of awake mice
H. Adesnik · 2017
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Sequential neuromodulation of hebbian plasticity offers mechanism for effective reward-based navigation
Z. Brzosko, S. Zannone, W. Schultz, C. Clopath, and O. Paulsen · 2017
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Balanced excitation and inhibition are required for high-capacity, noise-robust neuronal selectivity
R. Rubin, L. F. Abbott, and H. Sompolinsky · 2017
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An approximation of the error backpropagation algorithm in a predictive coding network with local hebbian synaptic plasticity
J. C. Whittington and R. Bogacz · 2017
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Cerebellar learning using perturbations
G. Bouvier, J. Aljadeff, C. Clopath, C. Bimbard, J. Ranft, A. Blot, J.-P. Nadal, N. Brunel, V. Hakim, and B. Barbour · 2018
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Balancing new against old information: The role of puzzlement surprise in learning
M. Faraji, K. Preuschoff, and W. Gerstner · 2018
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The dynamical regime of sensory cortex: stable dynamics around a single stimulus-tuned attractor account for patterns of noise variability
G. Hennequin, Y. Ahmadian, D. B. Rubin, M. Lengyel, and K. D. Miller · 2018
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Predictive processing: A canonical cortical computation
G. B. Keller and T. D. Mrsic-Flogel · 2018
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Dendritic cortical microcircuits approximate the backpropagation algorithm
J. Sacramento, R. Ponte Costa, Y. Bengio, and W. Senn · 2018
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The locus coeruleus is a complex and differentiated neuromodulatory system
N. K. Totah, R. M. Neves, S. Panzeri, N. K. Logothetis, O. Eschenko, R. M. Neves, S. van Keulen, M. Yang, N. K. Logothetis, O. Eschenko, et al · 2018
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The cholinergic basal forebrain links auditory stimuli with delayed reinforcement to support learning
W. Guo, B. Robert, and D. B. Polley · 2019
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Reinforcement learning recruits somata and apical dendrites across layers of primary sensory cortex
C. O. Lacefield, E. A. Pnevmatikakis, L. Paninski, and R. M. Bruno · 2019
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Learning to solve the credit assignment problem
B. J. Lansdell, P. Prakash, and K. P. Kording · 2019
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Dendritic solutions to the credit assignment problem
B. A. Richards and T. P. Lillicrap · 2019
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