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2017
Recurrent neural networks as versatile tools of neuroscience research
Authors: Barak, O. Recurrent neural networks computational models - Review
Barak, O. - 2017
Intrinsic volatility of synaptic connections - a challenge to the synaptic trace theory of memory
Authors: Mongillo, G., Rumpel S., Loewenstein Y. Synaptic connection valatility and memory process - Review
Mongillo, G., Rumpel S., Loewenstein Y. - 2017
What can neuronal populations tell us about cognition?
Authors: Arandia-Romero, I., Nogueira R., Mochol G., Moreno-Bote R. Neuronal populations and cognitive processes - Review
Arandia-Romero, I., Nogueira R., Mochol G., Moreno-Bote R. - 2017
New insights into olivo-cerebellar circuit for learning from a small training sample
Authors: Tokuda, I.T., Hoang H., Kawato M. Motor learning and cerebellar function computational modeling - Review
Tokuda, I.T., Hoang H., Kawato M. - 2017
Modeling the mammalian sleep cycle
Authors: Weber, F. REM, non-REM cycle modeling in mammals - Review
Weber, F. - 2017
(Reinforcement?) Learning to forage optimally
Authors: Kolling, N., Akam T. Human foraging and reinforcement learning - Review
Kolling, N., Akam T. - 2017
Learning with three factors: modulating Hebbian plasticity with errors
Authors: Kusmierz, L., Isomura T., Toyoizumi T. "Third factor" and Hebbian plasticity in learning process - Review
Kusmierz, L., Isomura T., Toyoizumi T. - 2017
Fear acquisition and liking of out-group and in-group members: learning bias or attention?
Authors: Koenig, S., Nauroth P., Lucke S., Lachnit H., Gollwitzer M., Uengoer M. Social emotional valence of stimuli related to aversive conditioning on conditioned emotional response in humans
Koenig, S., Nauroth P., Lucke S., Lachnit H., Gollwitzer M., Uengoer M. - 2017
Mixed selectivity morphs population codes in prefrontal cortex
Authors: Parthasarathy, A., Herikstad R., Bong J.H., Medina F.S., Libedinsky C., Yen S.-C. Prefrontal cortex neuron activity related to operant responding and distraction in monkeys
Parthasarathy, A., Herikstad R., Bong J.H., Medina F.S., Libedinsky C., Yen S.-C. - 2017
Converging evidence for the role of transmodal cortex in cognition
Authors: Margulies, D.S., Smallwood J. "Default mode" and "fronto-parietal" networks in cognitive processes - Commentary
Margulies, D.S., Smallwood J. - 2017
Brain network dynamics are hierarchically organized in time
Authors: Vidaurre, D., Smith S.M., Woolrich M.W. Brain network dynamic functional connectivity temporal organization in cognitive processes of humans: "hidden Markov model" and hierarchical organization study
Vidaurre, D., Smith S.M., Woolrich M.W. - 2017
Dopamine reward prediction error signal codes the temporal evaluation of a perceptual decision report
Authors: Sarno, S., de Lafuente V., Romo R., Parga N. Dopaminergic system and reinforcement learning model in primates
Sarno, S., de Lafuente V., Romo R., Parga N. - 2017
Neural predictors of decisions to cognitively control emotion
Authors: Doré, B.P., Weber J., Ochsner K.N. Brain imaging-based model predicting human decisions to control emotion
Doré, B.P., Weber J., Ochsner K.N. - 2017
Orbitofrontal cortex: a neural circuit for economic decision
Authors: Padoa-Schioppa, C., Conen K.E. Orbitofrontal cortex and decision making experimental findings and computation models - Review
Padoa-Schioppa, C., Conen K.E. - 2017
Collective behavior of place and non-place neurons in the hippocampal network
Authors: Meshulam, L., Gauthier J.L., Brody C.D., Tank D.W., Bialek W. Hippocampal place cell activity dynamics related to orienting behavior in mice: computational model study
Meshulam, L., Gauthier J.L., Brody C.D., Tank D.W., Bialek W. - 2017
A transient dopamine signal encodes subjective value and causally influences demand in an economic context
Authors: Schelp, S.A., Pultorak K.J., Rakowski D.R., Gomez D.M., Krzystyniak G., Das R., Oleson E.B. Ventral tegmental area and nucleus accumbens dopamine relase related to work for reward price in rats: computational model and optogenetic stimulation study
Schelp, S.A., Pultorak K.J., Rakowski D.R., Gomez D.M., Krzystyniak G., Das R., Oleson E.B. - 2017
Task relevance modulates the behavioural and neural effects of sensory predictions
Authors: Auksztilewicz, R., Friston K.J., Nobre A.C. Cortical activity related to auditory/visual stimuli presentation in spatial/temporal discrimination task in humans: computational behavioral model related to experimental findings
Auksztilewicz, R., Friston K.J., Nobre A.C. - 2017
The dendrites of CA2 and CA1 pyramidal neurons differentially regulate information flow in the cortico-hippocampal circuit
Authors: Srinivas, K.V., Buss E.W., Sun Q., Santoro B., Takahashi H., Nicholson D.A., Siegelbaum S.A. Cortico-hippocampal circuit neuron excitability in mice
Srinivas, K.V., Buss E.W., Sun Q., Santoro B., Takahashi H., Nicholson D.A., Siegelbaum S.A. - 2017
A rapid subcortical amygdala route for faces irrespective of spatial frequency and emotion
Authors: McFadyen, J., Mermillod M., Mattingley J.B., Halasz V., Garrido M.I. Visual cortex-amygdala functional connectivity related to socio-emotional visual processing in humans: computational modeling study
McFadyen, J., Mermillod M., Mattingley J.B., Halasz V., Garrido M.I. - 2017
Neural architecture for feature binding in visual working memory
Authors: Schneegans, S., Bays P.M. Location, color and orientation in object feature binding of humans: visual working memory computational model
Schneegans, S., Bays P.M. - 2017
Working memory load strengthenes reward predicition errors
Authors: Collins, A.G.E., Ciullo B., Frank M.J., Badre D. Working memory and incremental reinforcement learning process interaction in human learning: behavioral and computational modeling study
Collins, A.G.E., Ciullo B., Frank M.J., Badre D. - 2017
Cued memory retrieval exhibits reinstatement of high gamma power on a faster timescale in the left temporal lobe and prefrontal cortex
Authors: Yaffe, R.B., Shaikhouni A., Arai J., Inati S.K., Zaghloul K.A. Cortical and hippocampal gamma activity related to memory retrieval in humans
Yaffe, R.B., Shaikhouni A., Arai J., Inati S.K., Zaghloul K.A. - 2017
Low lifetime stress exposure is associated with reducced stimulus-response memory
Authors: Goldfarb, E.V., Shields G.S., Daw N.D., Slavich G.M., Phelps E.A. Lifetime stress exposure and memory performance in humans: data analysis and computational model study
Goldfarb, E.V., Shields G.S., Daw N.D., Slavich G.M., Phelps E.A. - 2017
Intermediate-term memory as a bridge between working and long-term memory
Authors: Kaminski, J. Intermediate-term memory neuronal model - Commentary
Kaminski, J. - 2017
Spatial attention, motor intention, and Bayesian cue predictability in the human brain
Authors: Kuhns, A.B., Dombert P.L., Mengotti P., Fink G.R., Vossel S. Brain activity related to spatial attention and motor intention in humans: brain imaging and computational model study
Kuhns, A.B., Dombert P.L., Mengotti P., Fink G.R., Vossel S. - 2017
Chronic and acute stress promote overexploitation in serial decision making
Authors: Lenow, J.K., Constantino S.M., Daw N.D., Phelps E.A. Stress and decision-making in humans: "marginal value theorem" foraging theory study
Lenow, J.K., Constantino S.M., Daw N.D., Phelps E.A. - 2017
Different signal enhancement pathways of attention and consciousness underlie perception in humans
Authors: van Boxtel, J.J.A. Attention and consciousness on contrast response functions in perception of humans: computational models analysis
van Boxtel, J.J.A. - 2017
A selective role for dopamine in learning to maximize reward but not to minimize effort: evidence from patients with Parkinson's disease
Authors: Skvortsova, V., Degos B., Welter M.-L., Vidailhet M., Pessiglione M. Rewarded operant responding in Parkinson's disease and control healthy humans: reward magnitude related Q-learning algorhithm model study
Skvortsova, V., Degos B., Welter M.-L., Vidailhet M., Pessiglione M. - 2017
Dentate gyrus contributes to retrieval as well as encoding: evidence from context fear conditioning, recall, and extinction
Authors: Bernier, B.E., Lacagnina A.F., Ayoub A., Shue F., Zemelman B.V., Krasne F.B., Drew M.R. Dentate gyrus neuron role in contextual fear conditioning acquisition, recall and extinction in mice: optogenetic study/entorhinal/hippocampal/amygdala involved circuit computational model
Bernier, B.E., Lacagnina A.F., Ayoub A., Shue F., Zemelman B.V., Krasne F.B., Drew M.R. - 2017
2016
Nicotinic receptors in the ventral tegmental area promote uncertainty-seeking
Authors: Naudé, J., Tolu S., Dongelmans M., Torquet N., Velverde S., Rodriguez G., Pons S., Maskos U., Mourot A., Marti F., Faure P. Ventral tegmental area acetylcholine neuron activity during spatial and passive avoidance learning in mice
Naudé, J., Tolu S., Dongelmans M., Torquet N., Velverde S., Rodriguez G., Pons S., Maskos U., Mourot A., Marti F., Faure P. - 2016