Search
2018
Recurrent computations for visual pattern completion
Authors: Tang, H., Schrimpf M., Lotter W., Moerman C., Paredes A., Caro J.O., Hardesty W., Cox D., Kreiman G. Visual cortex processing and visual object recognition in humans: computational neuroscience study
Tang, H., Schrimpf M., Lotter W., Moerman C., Paredes A., Caro J.O., Hardesty W., Cox D., Kreiman G. - 2018
How social factors and behavioural strategies affect feeding and social interaction patterns in pigs
Authors: Boumans, I.J.M.M., de Boer I.J.M., Hofstede G.J., Bokkers E.A.M. Group size social interactiona and feeding behavior in pigs: agent-based model analysis
Boumans, I.J.M.M., de Boer I.J.M., Hofstede G.J., Bokkers E.A.M. - 2018
Building concepts one episode at a time: the hippocampus and cocenpt formation
Authors: Mack, M.L., Love B.C., Preston A.R. Hippocampus and concept learning - Review
Mack, M.L., Love B.C., Preston A.R. - 2018
The discrimination of magnitude: a review and theoretical analysis
Authors: Inman, R.A., Pearce J.M. Discrimination and stimulus intensity theoretical analysis - Review
Inman, R.A., Pearce J.M. - 2018
Cognitive computational neuroscience
Authors: Kriegeskorte, N., Douglas P.K. Cognitive-computational neuroscience - Review
Kriegeskorte, N., Douglas P.K. - 2018
DeepLabCut: markerless pose estimation of user-defined body parts with deep learning
Authors: Mathis, A., Mamidanna P., Cury K.M., Abe T., Murthy V.N., Mathis M.W., Bethge M. DeepLabCut toolbox to record and analyse locomotory behavior - Methods
Mathis, A., Mamidanna P., Cury K.M., Abe T., Murthy V.N., Mathis M.W., Bethge M. - 2018
On the nature and use of models in network neuroscience
Authors: Bassett, D.S., Zurn P., Gold J.I. Network models in neuroscience - Review
Bassett, D.S., Zurn P., Gold J.I. - 2018
Principle governing the integration of landmark and self-motion cues in the entorhinal cortical codes for navigation
Authors: Campbell, M.G., Ocko S.A., Mallory C.S., Low I.I.C., Ganguli S., Giocomo L.M. Entorhinal "borded, grid and speed" cell roles in path-integration-based navigation in rewarded spatial task of mice
Giardino, W.J., Eban-Rothschild A., Christoffel D.J., Li S.-B., Malenka R.C., de Lecea L. - 2018
Chance, long tails, and inference in a non-Gaussian, Bayesian theory of vocal learning in songbirds
Authors: Zhou, B., Hofmann D., Pinkoviezky I., Sober S.J., Nemenman I. Dynamical Bayesian inference and mathematical models in vocal learning of songbirds
Zhou, B., Hofmann D., Pinkoviezky I., Sober S.J., Nemenman I. - 2018
Integrating models of interval timing and reinforcement learning
Authors: Petter, E.A., Gershman S.J., Meck W.H. Reinforcement learning, interval timing and reward prediction processing model-based computational theories - Review
Petter, E.A., Gershman S.J., Meck W.H. - 2018
Short-term synaptic plasticity as a mechanism for sensory timing
Authors: Motanis, H., Seay M.J., Buonomano D.V. Short-term synaptic plasticity, temporal patternb selectivity and local neural circuit neuronal properties: computational model simulations - Review
Motanis, H., Seay M.J., Buonomano D.V. - 2018
Gain control explains the effect of distraction in human perceptual, cognitive, and economic decision making
Authors: Li, V., Michael E., Balaguer J., Castanon S.H., Summerfield C. Distraction on decision making in humans: brain imaging analysis and related computation modeling
Li, V., Michael E., Balaguer J., Castanon S.H., Summerfield C. - 2018
Vector-based navigation using grid-like representations in artificial agents
Authors: Banino, A., Barry C., Uria B., Blundell C., Lillicrap T., Mirowski P., Pritzel A., Chadwick M.J., Degris T., Modayil J., Wayne G., Soyer H., Viola F., Zhang B., Goroshin R., Rabinowitz N., Pascanu R., Beattie C., Petersen S., Sadik A., Gaffney S., King H., Kavukcuoglu K., Hassabis D., Hadsell R., Kumaran D. Grid cell and place cell activity related to mammalian exploration/spatial navigation computational model
Banino, A., Barry C., Uria B., Blundell C., Lillicrap T., Mirowski P., Pritzel A., Chadwick M.J., Degris T., Modayil J., Wayne G., Soyer H., Viola F., Zhang B., Goroshin R., Rabinowitz N., Pascanu R., Beattie C., Petersen S., Sadik A., Gaffney S., King H., Kavukcuoglu K., Hassabis D., Hadsell R., Kumaran D. - 2018
AI mimics brain codes for navigation
Authors: Savelli, F., Knierim J.J. Artificial intelligenece computational model of grid and place cell activity related to mammalian navigation - Commentary
Savelli, F., Knierim J.J. - 2018
Neural implementation of Bayesian inference in a sensorimotor behavior
Authors: Darlington, T.R., Beck J.N., Lisberger S.G. Frontal eye-movement region neuron firing in monkeys: network computational model study
Darlington, T.R., Beck J.N., Lisberger S.G. - 2018
Persistent sodium current mediates the steep voltage dependence of spatial coding in hippocampal pyramidal neurons
Authors: Hsu, C.-L., Zhao X., Milstein A.D., Spruston N. Hippocampal neuron spatial responding in rodents: behavior, in vitro and computational model study
Hsu, C.-L., Zhao X., Milstein A.D., Spruston N. - 2018
A dedicated population for reward coding in the hippocampus
Authors: Gauthier, J.L., Tank D.W. Hippocampal and subicular reward-associated and place cell neuron in mice: single neuron firing study
Gauthier, J.L., Tank D.W. - 2018
Attractor dynamics in networks with learning rules inferred from in vivo data
Authors: Pereira, U., Brunel N. Inferior temporal cortex local circuit activity model related to stimuli presentation in mammal operant responding learning and memory
Pereira, U., Brunel N. - 2018
Leak potassium channels regulate sleep duration
Authors: Yoshida, K., Shi S., Ukai-Tadenuma M., Fujishima H., Ohno R., Ueda H.R. Leak potassium channel role on sleep modulation in mice: computational averaged neuron model study
Yoshida, K., Shi S., Ukai-Tadenuma M., Fujishima H., Ohno R., Ueda H.R. - 2018
Dopaminergic basis for signaling belief updates, but not surprise, and the link to paranoia
Authors: Nour, M.M., Dahoun T., Schwartenbeck P., Adams R.A., FitzGerald T.H.B., Coello C., Wall M.B., Dolan R.J., Howes O.D. Ventral tegmental area/substantia nigra neuronal dopaminergic activity related to meaningful sensory information processing in humans: multimodal brain imaging and computational model study
Nour, M.M., Dahoun T., Schwartenbeck P., Adams R.A., FitzGerald T.H.B., Coello C., Wall M.B., Dolan R.J., Howes O.D. - 2018
Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization
Authors: Masse, N.Y., Grant G.D., Freedman D.J. Artificial neural network "catastrophic forgetting": "context-dependent gating" computational model method
Masse, N.Y., Grant G.D., Freedman D.J. - 2018
Control of movement vigor and decision making during foraging
Authors: Yoon, T., Geary R.B., Ahmed A.A., Shadmehr R. Gaze and saccade vigor. motor control and decision-making related to fioraging behavior: computational predictions and experimental data
Yoon, T., Geary R.B., Ahmed A.A., Shadmehr R. - 2018
Prioritized memory access explains planning and hippocampal replay
Authors: Mattar, M.G., Daw N.D. Hippocampal place cell role in spatial memory computational model
Mattar, M.G., Daw N.D. - 2018
Two forms of synaptic depression produced by differential neuromodulation of presynaptic calcium channels
Authors: Burke Jr., K.J., Keeshen C.M., Bender K.J. GABA-B/D1-5 receptor role on glutamatergic prefrontal cortex neuronal presynaptic modulation in rodents: calcium channel functioning and computational model study
Burke Jr., K.J., Keeshen C.M., Bender K.J. - 2018
Counterfactual reasoning underlies the learning of priors in decision making
Authors: Zylberberg, A., Wolpert D.M., Shadlen M.N. "Bayesian updating of belief" in decision-amking of humans: Bayesian model and empirical data analysis
Zylberberg, A., Wolpert D.M., Shadlen M.N. - 2018
Generative predictive codes by multiplexed hippocampal neuronal tuplets
Authors: Liu, K., Sibille J., Dragoi G. Hippocampal place cell activity related to spatial encoding, consolidation and net run performing in rats: internal model of hippocampal network organization related to spatial navigation and inter-trial sleep consolidation phase study
Liu, K., Sibille J., Dragoi G. - 2018
Understanding psychiatric disorder by caoturing ecologically relevant features of learning and decision-making
Authors: Scholl, J., Klein-Flugge M. Decision-making, brain activity, psychiatric disorders and computational modeling - Review
Scholl, J., Klein-Flugge M. - 2018
Adaptive coordination of working-memory and reinforcement learning in non-human primates perfomring a trial-and-error problem solving task
Authors: Viejo, G., Girard B., Procyk E., Khamassi M. Trial-by-trial choice and recation time approach in reinforcement learning and working memory combining computational models of monkeys
Viejo, G., Girard B., Procyk E., Khamassi M. - 2018
GraphVar 2.0: a user-friendly toolbox for machine learning on functional connectivity measures
Authors: Waller, L., Brovkin A., Dorfschmidt L., Bzdok D., Walter H., Kruschwitz J.D. GraphVar Ml mavhine learning for functional brain connectivity analysis - Methods
Waller, L., Brovkin A., Dorfschmidt L., Bzdok D., Walter H., Kruschwitz J.D. - 2018
An original method for staging sleep based on dynamical analysis of a single EEG signal
Authors: Frilot II, C., McCarty D.E., Marino A.A. New automatic sleep staging method - Methods
Frilot II, C., McCarty D.E., Marino A.A. - 2018