AIMC Topic: Neural Networks, Computer

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A Lognormal Recurrent Network Model for Burst Generation during Hippocampal Sharp Waves.

The Journal of neuroscience : the official journal of the Society for Neuroscience Oct 28, 2015
The strength of cortical synapses distributes lognormally, with a long tail of strong synapses. Various properties of neuronal activity, such as the average firing rates of neurons, the rate and magnitude of spike bursts, the magnitude of population ...
CA3 Region, Hippocampal Adaptation, Physiological Pyramidal Cells Synapses Hippocampus CA1 Region, Hippocampal Electrophysiological Phenomena Humans Neural Networks, Computer Algorithms Computer Simulation Models, Neurological Action Potentials
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[Rapid Identification of Epicarpium Citri Grandis via Infrared Spectroscopy and Fluorescence Spectrum Imaging Technology Combined with Neural Network].

Guang pu xue yu guang pu fen xi = Guang pu Oct 1, 2015
To explore rapid reliable methods for detection of Epicarpium citri grandis (ECG), the experiment using Fourier Transform Attenuated Total Reflection Infrared Spectroscopy (FTIR/ATR) and Fluorescence Spectrum Imaging Technology combined with Multilay...
Principal Component Analysis Discriminant Analysis Optical Imaging Fluorescence Models, Theoretical Spectroscopy, Fourier Transform Infrared Neural Networks, Computer
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Aspherical lens design using hybrid neural-genetic algorithm of contact lenses.

Applied optics Oct 1, 2015
The design of complex contact lenses involves numerous uncertain variables. How to help an optical designer to first design the optimal contact lens to reduce discomfort when wearing a pair of glasses is an essential design concern. This study examin...
Software Algorithms Computer Simulation Refraction, Ocular Humans Neural Networks, Computer Astigmatism Materials Testing Contact Lenses Myopia Vision, Ocular Refractive Errors Refractometry Equipment Design
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Neural Network Model for Survival and Growth of Salmonella enterica Serotype 8,20:-:z6 in Ground Chicken Thigh Meat during Cold Storage: Extrapolation to Other Serotypes.

Journal of food protection Oct 1, 2015
Mathematical models that predict the behavior of human bacterial pathogens in food are valuable tools for assessing and managing this risk to public health. A study was undertaken to develop a model for predicting the behavior of Salmonella enterica ...
Meat Colony Count, Microbial Serogroup Chickens Food Contamination Food Microbiology Humans Neural Networks, Computer Salmonella enterica Animals Cold Temperature Poultry Food Storage
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HFirst: A Temporal Approach to Object Recognition.

IEEE transactions on pattern analysis and machine intelligence Oct 1, 2015
This paper introduces a spiking hierarchical model for object recognition which utilizes the precise timing information inherently present in the output of biologically inspired asynchronous address event representation (AER) vision sensors. The asyn...
Neural Networks, Computer Algorithms Models, Neurological Pattern Recognition, Automated
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A Simple Network Architecture Accounts for Diverse Reward Time Responses in Primary Visual Cortex.

The Journal of neuroscience : the official journal of the Society for Neuroscience Sep 16, 2015
UNLABELLED: Many actions performed by animals and humans depend on an ability to learn, estimate, and produce temporal intervals of behavioral relevance. Exemplifying such learning of cued expectancies is the observation of reward-timing activity in ...
Neural Networks, Computer Reward Nerve Net Synaptic Transmission Membrane Potentials Reinforcement, Psychology Computer Simulation Neuronal Plasticity Visual Cortex Learning Models, Neurological Animals Neurons
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[Research on Modeling Method for Chlorophyll Content Fine Measurement Based on Neural Network].

Guang pu xue yu guang pu fen xi = Guang pu Sep 1, 2015
Aiming at SPAD values of living plant leaf chlorophyll content affected easily by the blade thickness, water content, etc, a fine retrieval method of chlorophyll content based on multiple parameters of neural network model is presented. The SPAD valu...
Light Neural Networks, Computer Water Spectrophotometry Plant Leaves Chlorophyll
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[Estimation of Winter Wheat Biomass Using Visible Spectral and BP Based Artificial Neural Networks].

Guang pu xue yu guang pu fen xi = Guang pu Sep 1, 2015
The objective of this study was to evaluate the feasibility of using color digital image analysis and back propagation (BP) based artificial neural networks (ANN) method to estimate above ground biomass at the canopy level of winter wheat field. Digi...
Neural Networks, Computer Biomass Triticum Color Nitrogen Spectrum Analysis
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Identification of a Selective G1-Phase Benzimidazolone Inhibitor by a Senescence-Targeted Virtual Screen Using Artificial Neural Networks.

Neoplasia (New York, N.Y.) Sep 1, 2015
Cellular senescence is a barrier to tumorigenesis in normal cells, and tumor cells undergo senescence responses to genotoxic stimuli, which is a potential target phenotype for cancer therapy. However, in this setting, mixed-mode responses are common ...
HCT116 Cells Humans Benzimidazoles Gene Regulatory Networks Neural Networks, Computer G1 Phase Dose-Response Relationship, Drug User-Computer Interface Cellular Senescence
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Improved speech inversion using general regression neural network.

The Journal of the Acoustical Society of America Sep 1, 2015
The problem of nonlinear acoustic to articulatory inversion mapping is investigated in the feature space using two models, the deep belief network (DBN) which is the state-of-the-art, and the general regression neural network (GRNN). The task is to e...
Pattern Recognition, Automated Phonetics Speech Acoustics Speech Production Measurement Numerical Analysis, Computer-Assisted Humans Neural Networks, Computer Male Databases, Factual Regression Analysis Nonlinear Dynamics Computer Simulation Female Reproducibility of Results
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