Tópico 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 Markov-Wiener 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 information-geometric measures involving up to ten neuronal interactions. ( 47 )
Int J Neural Syst - Adaptation-dependent 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 winner-take-all circuits. ( 39 )
Neural Comput - Encoding binary neural codes in networks of threshold-linear neurons. ( 38 )
Int J Neural Syst - Modeling fluctuations in default-mode brain network using a spiking neural network. ( 37 )
Neural Comput - A self-organized 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 - Nearly extensive sequential memory lifetime achieved by coupled nonlinear neurons. ( 33 )
Neural Comput - Natural gradient learning algorithms for RBF networks. ( 33 )
Neural Comput - Information-geometric measures for estimation of connection weight under correlated inputs. ( 33 )
Neural Comput - Sparseness, antisparseness and anything in between: the operating point of a neuron determines its computational repertoire. ( 32 )
Med Decis Making - Cost-Effectiveness Uncertainty Analysis Methods: A Comparison of One-Way 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 - How to compress sequential memory patterns into periodic oscillations: general reduction rules. ( 31 )
Neural Comput - Analysis of the stabilized supralinear network. ( 31 )
Neural Comput - Synaptic scaling stabilizes persistent activity driven by asynchronous neurotransmitter release. ( 30 )
Int J Neural Syst - Perceptual suppression revealed by adaptive multi-scale 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. Comput. Biol. - Exactly computing the parsimony scores on phylogenetic networks using dynamic programming. ( 28 )
J Integr Bioinform - An integrative approach to modeling biological networks. ( 28 )
Neural Comput - Short-term memory capacity in networks via the restricted isometry property. ( 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 neuron-glia signaling for reliable perception of multisensory events. ( 28 )
IEEE Trans Neural Netw Learn Syst - A Spiking Neural Simulator Integrating Event-Driven and Time-Driven Computation Schemes Using Parallel CPU-GPU Co-Processing: 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 low-frequency magnetic fields on the response of a conductance-based neuron model. ( 27 )
Int J Neural Syst - From sensors to spikes: evolving receptive fields to enhance sensorimotor information in a robot-arm. ( 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 winner-take-all 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 - Motor cortex microcircuit simulation based on brain activity mapping. ( 25 )
Neural Comput - Estimating parameters of generalized integrate-and-fire neurons from the maximum likelihood of spike trains. ( 25 )
Comput Math Methods Med - A signal-processing-based approach to time-varying 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 two-layer recurrent neural network for nonsmooth convex optimization problems. ( 24 )
Neural Comput - A low-order 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 Network-Based k WTA Networks. ( 23 )
Neural Comput - Spontaneous slow oscillations and sequential patterns due to short-term plasticity in a model of the cortex. ( 23 )
J. Med. Internet Res. - Enabling community through social media. ( 23 )
Neural Comput - Exact event-driven implementation for recurrent networks of stochastic perfect integrate-and-fire 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 )
Neural Comput - Formation and regulation of dynamic patterns in two-dimensional spiking neural circuits with spike-timing-dependent plasticity. ( 23 )
Neural Comput - Neuronal responses below firing threshold for subthreshold cross-modal enhancement. ( 23 )
Neural Comput - A spike-timing-based integrated model for pattern recognition. ( 23 )
Neural Comput - Synchronization and redundancy: implications for robustness of neural learning and decision making. ( 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 Hodgkin-Huxley equations. ( 22 )
J. Comput. Biol. - Gene expression complex networks: synthesis, identification, and analysis. ( 22 )
Neural Comput - Reinforcement learning of two-joint 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 Ia-EPSP in a-motoneurons. ( 22 )
Neural Comput - Traveling bumps and their collisions in a two-dimensional neural field. ( 22 )
Neural Comput - A no-go theorem for one-layer feedforward networks. ( 22 )
J Chem Inf Model - New Markov-autocorrelation indices for re-evaluation of links in chemical and biological complex networks used in metabolomics, parasitology, neurosciences, and epidemiology. ( 22 )
Neural Comput - Spike-timing-dependent construction. ( 22 )
Neural Comput - Chaotic exploration and learning of locomotion behaviors. ( 22 )
J Med Syst - Control of sevoflurane anesthetic agent via neural network using electroencephalogram signals during anesthesia. ( 21 )
Neural Comput - Unsupervised formation of vocalization-sensitive neurons: a cortical model based on short-term and homeostatic plasticity. ( 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 )
IEEE Trans Neural Netw Learn Syst - Adaptive neural control of nonlinear MIMO systems with time-varying 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 - Mechanisms that modulate the transfer of spiking correlations. ( 20 )
Neural Comput - Dynamics and reliability of bistable neurons driven with time-dependent stimuli. ( 20 )
Neural Comput - Predicting single-neuron activity in locally connected networks. ( 20 )
Neural Comput - Statistical mechanics of reward-modulated learning in decision-making networks. ( 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 )
Comput Math Methods Med - Concentration-invariant odor representation in the olfactory system by presynaptic inhibition. ( 19 )
IEEE Trans Neural Netw Learn Syst - Reinforcement learning design-based adaptive tracking control with less learning parameters for nonlinear discrete-time MIMO systems. ( 19 )
IEEE Trans Neural Netw Learn Syst - Passivity and Passification of Memristor-Based Recurrent Neural Networks With Additive Time-Varying Delays. ( 19 )
Int J Neural Syst - A new work mechanism on neuronal activity. ( 19 )
J Chem Inf Model - A strategy based on protein-protein interface motifs may help in identifying drug off-targets. ( 19 )
Int J Comput Assist Radiol Surg - Quantification of changes in language-related brain areas in autism spectrum disorders using large-scale network analysis. ( 19 )
Neural Comput - Dynamical regimes in neural network models of matching behavior. ( 19 )
Neural Comput - Fisher and Shannon information in finite neural populations. ( 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 )
BMC Med Inform Decis Mak - A novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state 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 modules--from static PPI networks to dynamic PPI networks. ( 18 )