Search
2017
Computational approaches to fMRI analysis
Authors: Cohen, J.D., Daw N., Engelhardt B., Hasson U., Li K., Niv Y., Norman K.A., Pillow J., Ramadge P.J., Turk-Browne N.B., Willke T.L. Functional magnetic resonance imaging computational analysis - Review
Cohen, J.D., Daw N., Engelhardt B., Hasson U., Li K., Niv Y., Norman K.A., Pillow J., Ramadge P.J., Turk-Browne N.B., Willke T.L. - 2017
Network neuroscience
Authors: Bassett, D.S., Sporns O. Brain network models and neuroscience - Review
Bassett, D.S., Sporns O. - 2017
Building better biomarkers: brain models in translational neuroimaging
Authors: Woo, C.-W., Chang L.J., Lindquist M.A., Wager T.D. Translational neuroimaging and brain model building - Review
Woo, C.-W., Chang L.J., Lindquist M.A., Wager T.D. - 2017
Inhibitory suppression of heterogeneously tuned excitation enhances spatial coding in CA1 place cells
Authors: Grienberger, C., Milstein A.D., Bittner K.C., Romani S., Magee J.C. Hippocampal inhibitory GABAergic interneurons and place cells firing related to spatial orientation in mice: experimental data and computational model
Grienberger, C., Milstein A.D., Bittner K.C., Romani S., Magee J.C. - 2017
Cracking the neural code for sensory perception by combining statistics, intervention, and behavior
Authors: Panzeri, S., Harvey C.D., Piasini E., Latham P.E., Fellin T. Neural codes for sensory perception approaches - Review
Panzeri, S., Harvey C.D., Piasini E., Latham P.E., Fellin T. - 2017
Studying brain circuit function with dynamic causal modeling for optogenetic fMRI
Authors: Bernal-Casas, D., Lee H.J., Weitz A.J., Lee J.H. Dynamic causal modeling of optogenetic functional magnetic resonance imaging in mice - Methods
Bernal-Casas, D., Lee H.J., Weitz A.J., Lee J.H. - 2017
Emergence of coordinated neural dynamics underlies neuroprosthetic learning and skillful control
Authors: Athalye, V.R., Ganguly K., Costa R.M., Carmena J.M. Motor cortex firing in operant motor learning in monkeys: "brain-machine interface" model study and skillful control
Athalye, V.R., Ganguly K., Costa R.M., Carmena J.M. - 2017
Contex- and output layer-dependent long-term ensemble plasticity in a sensory circuit
Authors: Yamada, Y., Bhaukaurally K., Madarasz T.J., Pouget AQ., Rodriguez I., Carleton A. Olfactory bulb neuron firing and olfactory discrimination in mice: experimental data analysis and computational model
Yamada, Y., Bhaukaurally K., Madarasz T.J., Pouget AQ., Rodriguez I., Carleton A. - 2017
Theory of cortical function
Authors: Heeger, D.J. Cortical function theory: empirical relevance and computational model - Review
Heeger, D.J. - 2017
Beyond negative valence: 2-week administration of a serotonergic antidpressant enhances both reward and effort learning signals
Authors: Scholl, J., Kolling N., Nelissen N., Browning M., Rushworth M.F.S., Harmer C.J. Serotonergic antidepressant citalopram on brain activity related to rewarded and aversive operant learning in humans: model fitting analysis
Scholl, J., Kolling N., Nelissen N., Browning M., Rushworth M.F.S., Harmer C.J. - 2017
Monkeys choose as if maximizing utility compatible with basic pronciples of revealed preferenrce theory
Authors: Pastor-Bernier, A., Plott C.R., Schultz W. Unconditioned stimulus value on appetitive operant responding in monkeys: curve of choice analysis study
Pastor-Bernier, A., Plott C.R., Schultz W. - 2017
A neural model of valuation and information virality
Authors: Scholz, C., Baek E.C., O'Donnell M.B., Kim H.S., Cappella J.N., Falk E.B. Information sharing (virality) in humans: predictive neural model
Scholz, C., Baek E.C., O'Donnell M.B., Kim H.S., Cappella J.N., Falk E.B. - 2017
Computational EEG modelling of decision making under ambiguity revelas spatio-temporal dynamics of outcome evaluation
Authors: Jollans, L., Whelan R., Venables L., Turnbull O.H., Cella M., Dymond S. Electroencephalographic activity related to decision making in humans: model fitting study
Jollans, L., Whelan R., Venables L., Turnbull O.H., Cella M., Dymond S. - 2017
Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: methods and applications
Authors: Vieira, S., Pinaya W.H.L., Mechelli A. "Deep learning", "machine learning", brain imaging and psychiatric/neurologic disorders - Review
Vieira, S., Pinaya W.H.L., Mechelli A. - 2017
A novel method lonking neural connectivity to behavioral fluctuations: behavior-regressed connectivity
Authors: Passaro, A.D., Vettel J.M., McDaniel J., Lawhern V., Franaszczuk P.J., Gordon S.M. "Behavior regressed connectivity", functional connectivity and related behavior analysis in humans - Methods
Passaro, A.D., Vettel J.M., McDaniel J., Lawhern V., Franaszczuk P.J., Gordon S.M. - 2017
Dynamic nigrostriatal dopamine biases action selection
Authors: Howard, C.D., Li H., Geddes C.E., Jin X. NMDA modulation on nigrostriatal dopaminergic projection activation related to appetitive Pavlovian/operant responding in mice; optogenetic stimulation and computational model study
Howard, C.D., Li H., Geddes C.E., Jin X. - 2017
Working memory load-dependent spatio-temporal activity of single-trial P3 response detected with an adaptive wavelet denoiser
Authors: Zhang, Q., Yang X., yao L., Zhao X. Electroencephalogram and brain imaging activity related to working memory response in humans
Zhang, Q., Yang X., yao L., Zhao X. - 2017
Motivational neural circuits underlying reinforcement learning
Authors: Averbeck, B.B., Costa V.D. Neural circuit subserving reinforcement learning - Review
Averbeck, B.B., Costa V.D. - 2017
Applications of machine learning in animal behaviour studies
Authors: Valletta, J.J., Torney C., Kings M., Thornton A., Madden J. "Machine-learning" and complex behavioral data analysis - Review
Valletta, J.J., Torney C., Kings M., Thornton A., Madden J. - 2017
A network neuroscience of human learning: potential to inform quantitative theories of brain and behavior
Authors: Bassett, D.S., Mattar M.G. Human learning network structure: neuroimaging and models - Review
Bassett, D.S., Mattar M.G. - 2017
Dopamine reward prediction errors reflect hidden-state inference across time
Authors: Starkweather, C.K., Babayan B.M., Uchida N., Gershman S.J. Ventral tegmental area dopaminergic neuron firing related to odor-guided appetitive operant responding in mice: computational modeling study
Starkweather, C.K., Babayan B.M., Uchida N., Gershman S.J. - 2017
The CAN-In network: a biologically impaired model for self-sustained theta oscillations and memory maintenance in the hippocampus
Authors: Giovannini, F., Knauer B., Yoshida M., Buhry L. Oscillatory hippocampal firing neuron model related to short-term memory maintenance
Giovannini, F., Knauer B., Yoshida M., Buhry L. - 2017
Hard-wired feed-forward visual mechanisms of the brain compensate for affine variations in object recognition
Authors: Karimi-Rouzbahani, H., Bagheri N., Ebrahimpour R. Object recognition in humans: cortical "feed-forward visual" mechanisms and computational model: event-related potential study
Karimi-Rouzbahani, H., Bagheri N., Ebrahimpour R. - 2017
Grid and nongrid cells in medial entorhinal cortex represent spatial location and environmental features with complementary coding schemes
Authors: Diehl, G.W., Hon O.J., Leutgeb S., Leutgeb J.K. Entorhinal cortex neurons role in spatial orientation in rats: firing recording analysis
Diehl, G.W., Hon O.J., Leutgeb S., Leutgeb J.K. - 2017
Overcoming catastrophic forgetting in neural networks
Authors: Kirkpatrick, J., Pascanu R., Rabinowitz N., Veness J., Desjardins G., Rusu A.A., Milan K., Quan J., Ramalho T., Grabska-Barwinska A., Hassabis D., Clopath C., Kumaran D., Hadsell R. Neural network functioning machine-learning model in reinforcement learning
Kirkpatrick, J., Pascanu R., Rabinowitz N., Veness J., Desjardins G., Rusu A.A., Milan K., Quan J., Ramalho T., Grabska-Barwinska A., Hassabis D., Clopath C., Kumaran D., Hadsell R. - 2017
Mapping of a non-spatial dimension by the hippocampal-entorhinal circuit
Authors: Aronov, D., Nevers R., Tank D.W. Hippocampal and entorhinal neurons firing related to operant responding in rats
Aronov, D., Nevers R., Tank D.W. - 2017
Age-dependent changes in behavioural plasticity: insights from Bayesian models of development
Authors: Stamps, J.A., Krishnan V.V. Bayesian-like models applied to age-dependent animal behavior
Stamps, J.A., Krishnan V.V. - 2017
The possible consequences for cognitive functions of external electric fields at power line frequency on hippocampal CA1 pyramidal neurons
Authors: Migliore, R., De Simone G., Leinekugel X., Migliore M. CA1 pyramidal neuron excitability and plasticity related to exploratory activity in rats: in vivo recordings and computational modeling study
Migliore, R., De Simone G., Leinekugel X., Migliore M. - 2017
Decoding the encoding of functional brai networks: an fMRI classification comparison of non-negative matrix factorization (NMF), independent component analysis (ICA), and space coding algorithms
Authors: Xie, J., Douglas P.K., Wu Y.N., Brody A.L., Anderson A.E. Functional magnetic resonance imaging analysis by algorithm classification comparison - Methods
Xie, J., Douglas P.K., Wu Y.N., Brody A.L., Anderson A.E. - 2017
Time cells in hippocampal area CA3
Authors: Salz, D.M., Tiganj Z., Khasnabish S., Kohley A., Sheehan D., Howard M.W., Eichenbaum H. Hippocampal CA3 "time cells" activity related to spatial orientation/exploration in rats
Salz, D.M., Tiganj Z., Khasnabish S., Kohley A., Sheehan D., Howard M.W., Eichenbaum H. - 2017