TÃ³pico 14
Palavras

network ( 2748 ) 
neural ( 1063 ) 
input ( 814 ) 
neuron ( 777 ) 
function ( 745 ) 
connect ( 733 ) 
dynam ( 422 ) 
activ ( 388 ) 
artifici ( 302 ) 
output ( 298 ) 
brain ( 288 ) 
pattern ( 268 ) 
show ( 242 ) 
can ( 239 ) 
mechan ( 227 ) 
respons ( 220 ) 
model ( 185 ) 
state ( 184 ) 
learn ( 179 ) 
signal ( 172 ) 
complex ( 167 ) 
layer ( 160 ) 
nonlinear ( 158 ) 
intrins ( 155 ) 
central ( 147 ) 
delay ( 137 ) 
natur ( 134 ) 
depend ( 133 ) 
nois ( 126 ) 
singl ( 126 ) 
character ( 126 ) 
popul ( 125 ) 
linear ( 124 ) 
adapt ( 123 ) 
properti ( 118 ) 
find ( 118 ) 
direct ( 117 ) 
form ( 112 ) 
strength ( 110 ) 
under ( 109 ) 
encod ( 109 ) 
letter ( 109 ) 
presenc ( 106 ) 
architectur ( 105 ) 
capabl ( 101 ) 
inhibit ( 96 ) 
node ( 91 ) 
memori ( 90 ) 
extern ( 89 ) 
unknown ( 85 ) 
approxim ( 83 ) 
analyt ( 80 ) 
tempor ( 77 ) 
stabil ( 76 ) 
exhibit ( 76 ) 
evolv ( 72 ) 
gain ( 71 ) 
give ( 69 ) 
capac ( 66 ) 
prove ( 65 ) 
simpl ( 61 ) 
forward ( 59 ) 
topolog ( 56 ) 
drive ( 52 ) 
final ( 51 ) 
produc ( 50 ) 
furthermor ( 50 ) 
basi ( 50 ) 
distinct ( 49 ) 
coupl ( 46 ) 
reflect ( 45 ) 
strong ( 43 ) 
weight ( 42 ) 
modul ( 39 ) 
oper ( 37 ) 
process ( 37 ) 
compos ( 35 ) 
abl ( 33 ) 
stabl ( 32 ) 
explain ( 32 ) 
competit ( 31 ) 
therebi ( 30 ) 
compris ( 29 ) 
field ( 26 ) 
insight ( 22 ) 
whose ( 20 ) 
predict ( 20 ) 
captur ( 19 ) 
emerg ( 17 ) 
hybrid ( 17 ) 
behavior ( 17 ) 
degre ( 17 ) 
magnitud ( 16 ) 
abil ( 16 ) 
alon ( 16 ) 
compon ( 16 ) 
transmiss ( 15 ) 
uniform ( 15 ) 
minim ( 15 ) 
fix ( 15 ) 
Resumos 
Neural Comput  The competing benefits of noise and heterogeneity in neural coding. ( 59 ) 
Neural Comput  Noise tolerance of attractor and feedforward memory models. ( 54 ) 
Neural Comput  Replicating receptive fields of simple and complex cells in primary visual cortex in a neuronal network model with temporal and population sparseness and reliability. ( 51 ) 
Neural Comput  Fragility in dynamic networks: application to neural networks in the epileptic cortex. ( 50 ) 
J Chem Inf Model  Modeling complex metabolic reactions, ecological systems, and financial and legal networks with MIANN models based on MarkovWiener node descriptors. ( 49 ) 
Neural Comput  Echo state property linked to an input: exploring a fundamental characteristic of recurrent neural networks. ( 49 ) 
Neural Comput  Anatomical constraints on lateral competition in columnar cortical architectures. ( 48 ) 
Neural Comput  Influence of external inputs and asymmetry of connections on informationgeometric measures involving up to ten neuronal interactions. ( 47 ) 
Int J Neural Syst  Adaptationdependent synchronization transitions and burst generations in electrically coupled neural networks. ( 40 ) 
Neural Comput  Dynamical synapses enhance neural information processing: gracefulness, accuracy, and mobility. ( 39 ) 
Neural Comput  Collective stability of networks of winnertakeall circuits. ( 39 ) 
Neural Comput  Encoding binary neural codes in networks of thresholdlinear neurons. ( 38 ) 
Int J Neural Syst  Modeling fluctuations in defaultmode brain network using a spiking neural network. ( 37 ) 
Neural Comput  A selforganized neural comparator. ( 37 ) 
Comput Math Methods Med  Voxel scale complex networks of functional connectivity in the rat brain: neurochemical state dependence of global and local topological properties. ( 36 ) 
Neural Comput  Neutral stability, rate propagation, and critical branching in feedforward networks. ( 34 ) 
Neural Comput  Natural gradient learning algorithms for RBF networks. ( 33 ) 
Neural Comput  Informationgeometric measures for estimation of connection weight under correlated inputs. ( 33 ) 
Neural Comput  Nearly extensive sequential memory lifetime achieved by coupled nonlinear neurons. ( 33 ) 
Med Decis Making  CostEffectiveness Uncertainty Analysis Methods: A Comparison of OneWay Sensitivity, Analysis of Covariance, and Expected Value of Partial Perfect Information. ( 32 ) 
Neural Comput  Computing with a canonical neural circuits model with pool normalization and modulating feedback. ( 32 ) 
Neural Comput  Sparseness, antisparseness and anything in between: the operating point of a neuron determines its computational repertoire. ( 32 ) 
Neural Comput  Analysis of the stabilized supralinear network. ( 31 ) 
Neural Comput  How to compress sequential memory patterns into periodic oscillations: general reduction rules. ( 31 ) 
Neural Comput  Synaptic scaling stabilizes persistent activity driven by asynchronous neurotransmitter release. ( 30 ) 
Int J Neural Syst  Perceptual suppression revealed by adaptive multiscale entropy analysis of local field potential in monkey visual cortex. ( 29 ) 
Neural Comput  Interactions of excitatory and inhibitory feedback topologies in facilitating pattern separation and retrieval. ( 29 ) 
Neural Comput  Facilitation of neuronal responses by intrinsic default mode network activity. ( 29 ) 
Brief. Bioinformatics  BioFNet: biological functional network database for analysis and synthesis of biological systems. ( 28 ) 
J Integr Bioinform  An integrative approach to modeling biological networks. ( 28 ) 
J. Comput. Biol.  Exactly computing the parsimony scores on phylogenetic networks using dynamic programming. ( 28 ) 
Neural Comput  Multilayer perceptron classification of unknown volatile chemicals from the firing rates of insect olfactory sensory neurons and its application to biosensor design. ( 28 ) 
Neural Comput  Regulation of ambient GABA levels by neuronglia signaling for reliable perception of multisensory events. ( 28 ) 
Neural Comput  Shortterm memory capacity in networks via the restricted isometry property. ( 28 ) 
IEEE Trans Neural Netw Learn Syst  A Spiking Neural Simulator Integrating EventDriven and TimeDriven Computation Schemes Using Parallel CPUGPU CoProcessing: A Case Study. ( 27 ) 
IEEE Trans Neural Netw Learn Syst  Is extreme learning machine feasible? A theoretical assessment (part I). ( 27 ) 
Int J Neural Syst  Effects of extremely lowfrequency magnetic fields on the response of a conductancebased neuron model. ( 27 ) 
Int J Neural Syst  From sensors to spikes: evolving receptive fields to enhance sensorimotor information in a robotarm. ( 27 ) 
Neural Comput  Decorrelation by recurrent inhibition in heterogeneous neural circuits. ( 27 ) 
Neural Comput  Subthreshold membrane depolarization as memory trace for perceptual learning. ( 27 ) 
Neural Comput  Sequential activity in asymmetrically coupled winnertakeall circuits. ( 26 ) 
Neural Comput  Dynamics of feature categorization. ( 26 ) 
Comput Methods Programs Biomed  Lung cancer classification using neural networks for CT images. ( 25 ) 
J Biomed Inform  FALCON or how to compute measures time efficiently on dynamically evolving dense complex networks? ( 25 ) 
Neural Comput  Estimating parameters of generalized integrateandfire neurons from the maximum likelihood of spike trains. ( 25 ) 
Neural Comput  Motor cortex microcircuit simulation based on brain activity mapping. ( 25 ) 
Comput Math Methods Med  A signalprocessingbased approach to timevarying graph analysis for dynamic brain network identification. ( 24 ) 
Comput. Biol. Med.  Discontinuous Galerkin finite element method for solving population density functions of cortical pyramidal and thalamic neuronal populations. ( 24 ) 
IEEE Trans Neural Netw Learn Syst  A twolayer recurrent neural network for nonsmooth convex optimization problems. ( 24 ) 
Neural Comput  A loworder model of biological neural networks. ( 24 ) 
Comput Math Methods Med  Analysis of epileptic seizures with complex network. ( 23 ) 
IEEE Trans Neural Netw Learn Syst  Properties and Performance of Imperfect Dual Neural NetworkBased k WTA Networks. ( 23 ) 
J. Med. Internet Res.  Enabling community through social media. ( 23 ) 
Neural Comput  Formation and regulation of dynamic patterns in twodimensional spiking neural circuits with spiketimingdependent plasticity. ( 23 ) 
Neural Comput  Neuronal responses below firing threshold for subthreshold crossmodal enhancement. ( 23 ) 
Neural Comput  A spiketimingbased integrated model for pattern recognition. ( 23 ) 
Neural Comput  Synchronization and redundancy: implications for robustness of neural learning and decision making. ( 23 ) 
Neural Comput  Spontaneous slow oscillations and sequential patterns due to shortterm plasticity in a model of the cortex. ( 23 ) 
Neural Comput  Exact eventdriven implementation for recurrent networks of stochastic perfect integrateandfire neurons. ( 23 ) 
Neural Comput  Intrinsic adaptation in autonomous recurrent neural networks. ( 23 ) 
Neural Comput  Complete classification of the macroscopic behavior of a heterogeneous network of theta neurons. ( 23 ) 
Comput Methods Programs Biomed  Optimization of microorganisms growth processes. ( 22 ) 
Comput. Biol. Med.  Connectivity analysis of multichannel EEG signals using recurrence based phase synchronization technique. ( 22 ) 
Int J Neural Syst  Principal dynamic mode analysis of the HodgkinHuxley equations. ( 22 ) 
J Chem Inf Model  New Markovautocorrelation indices for reevaluation of links in chemical and biological complex networks used in metabolomics, parasitology, neurosciences, and epidemiology. ( 22 ) 
J. Comput. Biol.  Gene expression complex networks: synthesis, identification, and analysis. ( 22 ) 
Neural Comput  Spiketimingdependent construction. ( 22 ) 
Neural Comput  Chaotic exploration and learning of locomotion behaviors. ( 22 ) 
Neural Comput  Reinforcement learning of twojoint virtual arm reaching in a computer model of sensorimotor cortex. ( 22 ) 
Neural Comput  Statistical computer model analysis of the reciprocal and recurrent inhibitions of the IaEPSP in amotoneurons. ( 22 ) 
Neural Comput  Traveling bumps and their collisions in a twodimensional neural field. ( 22 ) 
Neural Comput  A nogo theorem for onelayer feedforward networks. ( 22 ) 
J Med Syst  Control of sevoflurane anesthetic agent via neural network using electroencephalogram signals during anesthesia. ( 21 ) 
Neural Comput  Spine head calcium as a measure of summed postsynaptic activity for driving synaptic plasticity. ( 21 ) 
Neural Comput  Neural information processing with feedback modulations. ( 21 ) 
Neural Comput  Unsupervised formation of vocalizationsensitive neurons: a cortical model based on shortterm and homeostatic plasticity. ( 21 ) 
IEEE Trans Neural Netw Learn Syst  Adaptive neural control of nonlinear MIMO systems with timevarying output constraints. ( 20 ) 
Int J Neural Syst  Optimal sparse approximation with integrate and fire neurons. ( 20 ) 
J Integr Bioinform  Complementarity of network and sequence information in homologous proteins. ( 20 ) 
Neural Comput  Neural associative memory with optimal Bayesian learning. ( 20 ) 
Neural Comput  Projective clustering using neural networks with adaptive delay and signal transmission loss. ( 20 ) 
Neural Comput  Insights from a simple expression for linear fisher information in a recurrently connected population of spiking neurons. ( 20 ) 
Neural Comput  Mechanisms that modulate the transfer of spiking correlations. ( 20 ) 
Neural Comput  Dynamics and reliability of bistable neurons driven with timedependent stimuli. ( 20 ) 
Neural Comput  Predicting singleneuron activity in locally connected networks. ( 20 ) 
Neural Comput  Statistical mechanics of rewardmodulated learning in decisionmaking networks. ( 20 ) 
Comput Math Methods Med  Concentrationinvariant odor representation in the olfactory system by presynaptic inhibition. ( 19 ) 
IEEE Trans Neural Netw Learn Syst  Reinforcement learning designbased adaptive tracking control with less learning parameters for nonlinear discretetime MIMO systems. ( 19 ) 
IEEE Trans Neural Netw Learn Syst  Passivity and Passification of MemristorBased Recurrent Neural Networks With Additive TimeVarying Delays. ( 19 ) 
Int J Comput Assist Radiol Surg  Quantification of changes in languagerelated brain areas in autism spectrum disorders using largescale network analysis. ( 19 ) 
Int J Neural Syst  A new work mechanism on neuronal activity. ( 19 ) 
J Chem Inf Model  A strategy based on proteinprotein interface motifs may help in identifying drug offtargets. ( 19 ) 
Med Biol Eng Comput  Neural oscillators triggered by loading and hip orientation can generate activation patterns at the ankle during walking in humans. ( 19 ) 
Neural Comput  Discovering functional neuronal connectivity from serial patterns in spike train data. ( 19 ) 
Neural Comput  A new supervised learning algorithm for spiking neurons. ( 19 ) 
Neural Comput  Dynamical regimes in neural network models of matching behavior. ( 19 ) 
Neural Comput  Fisher and Shannon information in finite neural populations. ( 19 ) 
BMC Med Inform Decis Mak  A novel time series analysis approach for prediction of dialysis in critically ill patients using echostate networks. ( 18 ) 
Comput Math Methods Med  Weighted phase lag index and graph analysis: preliminary investigation of functional connectivity during resting state in children. ( 18 ) 
Brief. Bioinformatics  Identifying protein complexes and functional modulesfrom static PPI networks to dynamic PPI networks. ( 18 ) 