2016

Contained in: Proc. Natl. Acad. Sci. USA, 2016: 113, 11441-11446

Convolutional networks for fast, energy-efficient neuromorphic computing

Authors: Esser, S.K., Merolla P.A., Arthur J.V., Cassidy A.S., Appuswamy R., Andreopoulos A., Berg D.J., McKinstry J.L., Melano T., Barch D.R., di Nolfo C., Datta P., Amir A., Taba B., Flickner M.D., Modha D.S.

  Neuromorphic computing and neural network
  Esser, S.K., Merolla P.A., Arthur J.V., Cassidy A.S., Appuswamy R., Andreopoulos A., Berg D.J., McKinstry J.L., Melano T., Barch D.R., di Nolfo C., Datta P., Amir A., Taba B., Flickner M.D., Modha D.S. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR
Contained in: Neurosci. Lett., 2016: 633, 152-157

An approach to EEG-based emotion recognition using conmbined feature extraction method

Authors: Zhang, Y., Ji X., Zhang S.

  Electroencefalogram empirical mode decomposition-based emotion recognition in humans
  Zhang, Y., Ji X., Zhang S. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   CEREBRAL CORTEX
Contained in: Neurosci. Lett., 2016: 633, 268-278

Parkinson's disease classification using gait analysis via deterministic learning

Authors: Zeng, W., Liu F., Wang Q., Wang Y., Ma L., Zhang Y.

  "Gait analysis via determninistic learning" applied to Parkinson's disease diagnose in humans - Methods
  Zeng, W., Liu F., Wang Q., Wang Y., Ma L., Zhang Y. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   LOCOMOTOR ACTIVITY   CENTRAL NERVOUS SYSTEM LESIONS   METHODS IN NEUROSCIENCE AND BEHAVIOR
Contained in: J. Neurosci., 2016: 36, 1-3529-1546

Goal-directed decision making with spiking neurons

Authors: Friedrich, J., Lengyel M.

  Spiking neural network model circuit related to goal-directed decision making
  Friedrich, J., Lengyel M. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR
Contained in: J. Neurosci., 2016: 36, 1775-1789

On the structure of neuronal population activity under fluctuations in attentional state

Authors: Ecker, A.S., Denfield G.H., Bethge M., Tolias A.S.

  Neuronal population activity model related to attentional state
  Ecker, A.S., Denfield G.H., Bethge M., Tolias A.S. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR
Contained in: J. Neurosci., 2016: 36, 2283-2288

Cell-type specific phase precession in layer II of the medial entorhinal cortex

Authors: Reifenstein, E.T., Ebbesen C.L., Tang Q., Brecht M., Schreiber S., Kempter R.

  Pyramidal and stellate entorhinal cortex neuron firing analysis in rats
  Reifenstein, E.T., Ebbesen C.L., Tang Q., Brecht M., Schreiber S., Kempter R. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   ENTORHINAL CORTEX
Contained in: Proc. Natl. Acad. Sci. USA, 2016: 113, 11943-11948

Predicitability and hierarchy in Drosophila behavior

Authors: Berman, G.J., Bialek W., Shaevitz J.W.

  Foraging behavior hierarchical organization in Drosophila
  Berman, G.J., Bialek W., Shaevitz J.W. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   EXPLORATORY ACTIVITY   LOCOMOTOR ACTIVITY
Contained in: Cell, 2016: 167, 858-870

Competitive disinhibition mediates behavioral choice and sequences in Drosophila

Authors: Jovanic, T., Schneider-Mizell C.M., Shao M., Masson J.-B., Denisov G., Fetter R.D., Mensh B.D., Truman J.W., Cardona A., Zlatic M.

  Sensorimotor circuit related to locomotion and exploration in Drosophila larvae
  Jovanic, T., Schneider-Mizell C.M., Shao M., Masson J.-B., Denisov G., Fetter R.D., Mensh B.D., Truman J.W., Cardona A., Zlatic M. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   EXPLORATORY ACTIVITY   LOCOMOTOR ACTIVITY   ELECTRIC/MAGNETIC CENTRAL NERVOUS SYSTEM STIMULATION
Contained in: Eur. J. Neurosci., 2016: 44, 2635-2645

Differences in spatial and temporal frequency interactions between central and peripheral parts of the feline area 18

Authors: Zhao, C., Hata R., Okamura J., Wang G.

  Visual cortex neuron firing related to visual stimuli in cats
  Zhao, C., Hata R., Okamura J., Wang G. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   CEREBRAL CORTEX   LUMINANCE AND VISION
Contained in: J. Neurosci. Methods, 2016: 273, 96-106

Improving time-frequency domain sleep EEG classification via singular spectrumk analysis

Authors: Mohammadi, S.M., Kouchaki S., Ghavami M., Sanei S.

  Electroencefalographic spectrum analysis and sleep classification in humans - Methods
  Mohammadi, S.M., Kouchaki S., Ghavami M., Sanei S. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   CEREBRAL CORTEX   SLEEP   METHODS IN NEUROSCIENCE AND BEHAVIOR
Contained in: Anim. Behav., 2016: 120, 223-234

A simple statistical guide for the analysis of behaviour when data are constrained due practical or ethical reasons

Authors: Garamszegi, L.Z.

  Analysis of behavior statistical approaches - Review - Methods
  Garamszegi, L.Z. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   REVIEWS AND COMMENTARIES   METHODS IN NEUROSCIENCE AND BEHAVIOR
Contained in: Neuron, 2016: 92, 591-596

China brain project: basic neuroscience, brain diseases, and brain-inspired computing

Authors: Poo, M., Du J., Ip N.Y., Xiong Z.-Q., Xu B., Tan T.

  "China brain project" and brain-inspired intelligenece technology - Commentary
  Poo, M., Du J., Ip N.Y., Xiong Z.-Q., Xu B., Tan T. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   REVIEWS AND COMMENTARIES
Contained in: Neuron, 2016: 92, 628-631

High-performance computing in neuroscience for data-drive discovery, integration, and dissemination

Authors: Bouchard, K.E., Aimone J.B., Chun M., Dean T., Denker M., Diesmann M., Donofrio D.D., Frank L.M., Kasthuri N., Koch C., Ruebel O., Simon H.D., Sommer F.T., Prabhat

  Computational power, data processing in neuroscience and international research data set sharing - Commentary
  Bouchard, K.E., Aimone J.B., Chun M., Dean T., Denker M., Diesmann M., Donofrio D.D., Frank L.M., Kasthuri N., Koch C., Ruebel O., Simon H.D., Sommer F.T., Prabhat - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   REVIEWS AND COMMENTARIES
Contained in: Neuron, 2016: 92, 658-664

Power to the people: addressing big data challenges in neuroscience by creating a new cadre of citizen neuroscientists

Authors: Roskams, J., Popovic Z.

  "Big data" and global network in neuroscience - Commentary
  Roskams, J., Popovic Z. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   REVIEWS AND COMMENTARIES
Contained in: Neuron, 2016: 92, 622-627

To the cloud! A grassroots proposal to accelerate brain science discovery

Authors: Neuro Cloud Consortium

  Large-scale data storing and analyzing in neuroscience research - Commentary
  Neuro Cloud Consortium - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   REVIEWS AND COMMENTARIES
Contained in: Neurosci. Biobehav. Rev., 2016: 68, 862-879

Active inference and learning

Authors: Friston, K., FitzGerald T., Rigoli F., Schwartenbeck P., O'Doherty J., Pezzulo G.

  Brain circuit activity model related to goal directed and habitual behavior - Review
  Friston, K., FitzGerald T., Rigoli F., Schwartenbeck P., O'Doherty J., Pezzulo G. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   BRAIN IMAGING   CEREBELLUM   CEREBRAL CORTEX   HIPPOCAMPUS, FORNIX AND SUBICULUM   REVIEWS AND COMMENTARIES   UNSPECIFIC ASCENDING ACTIVATING SYSTEM PROJECTION   STRIATUM   SUBSTANTIA NIGRA
Contained in: Neurosci. Biobehav. Rev., 2016: 68, 891-910

A psychoengineering paradigm for the neurocognitive mechanisms of biofeedback and neurofeedback

Authors: Gaume, A., Vialatte A., Mora-Sanchez A., Ramdani C., Vialatte F.B.

  Biofeedback and neurofeedback implicit and explicit model in cognitive neuroscience - Review
  Gaume, A., Vialatte A., Mora-Sanchez A., Ramdani C., Vialatte F.B. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   OPERANT CONDITIONING   CEREBRAL CORTEX   HIPPOCAMPUS, FORNIX AND SUBICULUM   REVIEWS AND COMMENTARIES
Contained in: Neurosci. Biobehav. Rev., 2016: 71, 633-656

Modelling ADHD: a review of ADHD theories through their predictions for computational models of decision-making and reinforcement learning

Authors: Ziegler, S., Pedersen M.L., Mowinckel A.M., Biele G.

  Attention deficit hyperactivity disoder: involved brain activity and decision-making, brain arousal, drift-diffusion computational models - Review
  Ziegler, S., Pedersen M.L., Mowinckel A.M., Biele G. - 2016

  EPINEPHRINE AND NOREPINEPHRINE   MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   CEREBRAL CORTEX   DOPAMINE   REVIEWS AND COMMENTARIES   STRIATUM
Contained in: Neuron, 2016: 92, 1135-1147

Computations underlying social hierarchy learning: distinct neural mechanisms for updating and representing self-relevant information

Authors: Kumaran, D., Banino A., Blundell C., Hassabis D., Dayan P.

  Prefrontal, hippocampal, amygdalar role in social cognition of humans: social heirarchy learning computation model
  Kumaran, D., Banino A., Blundell C., Hassabis D., Dayan P. - 2016

  AMYGDALA   MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   BRAIN IMAGING   ENVIRONMENT AND SOCIAL BEHAVIOR   OPERANT CONDITIONING   CEREBRAL CORTEX   HIPPOCAMPUS, FORNIX AND SUBICULUM
Contained in: Physiol. Behav., 2016: 167, 35-48

Significance of the zero sum principle for circadian, homeostatic and allostatic regulation of sleep-wake state in the rat

Authors: Stephenson, R., Caron A.M., Famina S.

  Sleep deprivation on circadian sleep-wake state in rats
  Stephenson, R., Caron A.M., Famina S. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   CIRCADIAN RHYTHMS   SLEEP
Contained in: Plos Biol., 2016: 14, e1002469

Distinct global brain dynamics and spatitemporal organization of the salience network

Authors: Chen, T., Cai W., Ryali S., Supekar K., Menon V.

  Human salience network spatio-temporal organization: brain imaging study
  Chen, T., Cai W., Ryali S., Supekar K., Menon V. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   BRAIN IMAGING   CEREBRAL CORTEX
Contained in: Proc. Natl. Acad. Sci. USA, 2016: 113, 13203-13208

Dynamic updating of hippocampal object representations reflects new conceptual knowledge

Authors: Mack, M.L., Love B.C., Preston A.R.

  Hippocampal object representation in humans: brain imaging and computational modeling study
  Mack, M.L., Love B.C., Preston A.R. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   LATERALITY AND ASYMMETRICAL INTERVENTIONS   BRAIN IMAGING   CEREBRAL CORTEX   LUMINANCE AND VISION   HIPPOCAMPUS, FORNIX AND SUBICULUM
Contained in: Nat. Neurosci., 2016: 19, 1697-1706

Computational principles of synaptic memory consolidation

Authors: Benna, M.K., Fusi S.

  Synaptic plasticity and memory consolidation computational model
  Benna, M.K., Fusi S. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   SHORT- AND LONG-TERM POTENTIATION AND DEPRESSION   NEUROGENESIS AND PLASTICITY   CONSOLIDATION
Contained in: Nat. Neurosci., 2016: 19, 1718-1726

Activity flow over resting-state networks shapes congitive task activations

Authors: Cole, M.W., Ito T., Bassett D.S., Schultz D.H.

  Functional connectivity related to emotional, rewarded task in humans
  Cole, M.W., Ito T., Bassett D.S., Schultz D.H. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   BRAIN IMAGING   CEREBELLUM   OPERANT CONDITIONING   CEREBRAL CORTEX
Contained in: Proc. Natl. Acad. Sci. USA, 2016: 113, 14414-14419

Exploration of joint redundancy but not task space variability facilitates supervised motor learning

Authors: Singh, P., Jana S., Ghosal A., Murthy A.

  Joint, muscle redundancy on visuomotor adaptation, motor control and motor learning in humans
  Singh, P., Jana S., Ghosal A., Murthy A. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR
Contained in: Neuron, 2016: 92, 931-933

The timing is right for cerebellar learning

Authors: Dempsey, C., Sawtell N.B.

  Cerebellar plasticity and oculomotor learning - Commentary
  Dempsey, C., Sawtell N.B. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   CEREBELLUM   MOTOR LEARNING   NEUROGENESIS AND PLASTICITY   REVIEWS AND COMMENTARIES
Contained in: Neuron, 2016: 92, 1049-1062

Neural architecture of hunger-dependent multisensory decision making in C. elegans

Authors: Ghosh, D.D., Sanders T., Hong S., McCurdy L.Y., Chase D.L:, Cohen N., Koelle M.R., Nitabach M.N.

  Food deprivationa and threat-reward induced behavior in nematodes: neural circuit architecture study
  Ghosh, D.D., Sanders T., Hong S., McCurdy L.Y., Chase D.L:, Cohen N., Koelle M.R., Nitabach M.N. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   CLASSICAL PAVLOVIAN CONDITIONING   FEEDING AND DRINKING   NEUROPEPTIDES
Contained in: Neuron, 2016: 92, 1093-1105

Inhibitory control in the cortico-basal ganglia-thalamocortical loop: complex regulation and interplay with memory and decision processes

Authors: Wei, W., Wang X.-J.

  Cortico-basal ganglia-thalamocortical system: inhibitory control in perceptual decision making model
  Wei, W., Wang X.-J. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   OPERANT CONDITIONING   CEREBRAL CORTEX   UNSPECIFIC ASCENDING ACTIVATING SYSTEM PROJECTION   STRIATUM   SUBSTANTIA NIGRA
Contained in: Cell, 2016: 167, 1650-1662

Cell-type-specific optical recording of membrane voltage dynamics in freely moving mice

Authors: Marshall, J.D., Li J.Z., Zhang Y., Gong Y., St-Pierre F., Lin M.Z., Schnitzer M.J.

  Cell-type-specific optical recordings of membrane voltage dynamics in freely moving animals - Methods
  Marshall, J.D., Li J.Z., Zhang Y., Gong Y., St-Pierre F., Lin M.Z., Schnitzer M.J. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   CEREBRAL CORTEX   PROTEINS AND GENES   METHODS IN NEUROSCIENCE AND BEHAVIOR
Contained in: Curr. Op. Neurobiol., 2016: 41, 24-30

Comparative approaches to cortical microcircuits

Authors: Hemberger, M., Pammer L., Laurent G.

  Cortical microcircuits - Commentary
  Hemberger, M., Pammer L., Laurent G. - 2016

  MATHEMATICAL ANALYSIS APPLIED TO BEHAVIOR   CEREBRAL CORTEX   REVIEWS AND COMMENTARIES