AIMC Topic: Neural Networks, Computer

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Spiking networks as efficient distributed controllers.

Biological cybernetics Jun 27, 2018
In the brain, networks of neurons produce activity that is decoded into perceptions and actions. How the dynamics of neural networks support this decoding is a major scientific question. That is, while we understand the basic mechanisms by which neur...
Nonlinear Dynamics Neural Pathways Nerve Net Animals Models, Neurological Action Potentials Neurons Algorithms Brain Computer Simulation Humans Neural Networks, Computer
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Optimization and modeling of methyl orange adsorption onto polyaniline nano-adsorbent through response surface methodology and differential evolution embedded neural network.

Journal of environmental management Jun 27, 2018
Presence of pigments and dyes in water bodies are growing tremendously and pose as toxic materials and have severe health effects on human and aquatic creatures. Treatments methods for removal of these toxic dyes along with other pollutants are growi...
Neural Networks, Computer Water Purification Aniline Compounds Adsorption Azo Compounds
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Perturbation-Theory and Machine Learning (PTML) Model for High-Throughput Screening of Parham Reactions: Experimental and Theoretical Studies.

Journal of chemical information and modeling Jun 27, 2018
Machine learning (ML) algorithms are gaining importance in the processing of chemical information and modeling of chemical reactivity problems. In this work, we have developed a perturbation-theory and machine learning (PTML) model combining perturba...
Cyclization Algorithms Models, Chemical Lithium Isoquinolines Neural Networks, Computer Structure-Activity Relationship High-Throughput Screening Assays Machine Learning Molecular Structure Linear Models Databases, Chemical Organometallic Compounds Thermodynamics
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Detection of Cattle Using Drones and Convolutional Neural Networks.

Sensors (Basel, Switzerland) Jun 27, 2018
Multirotor drones have been one of the most important technological advances of the last decade. Their mechanics are simple compared to other types of drones and their possibilities in flight are greater. For example, they can take-off vertically. Th...
Animals Cattle Robotics Color Spain Animal Identification Systems Neural Networks, Computer Software
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Network-based association analysis to infer new disease-gene relationships using large-scale protein interactions.

PloS one Jun 27, 2018
Protein-protein interactions integrated with disease-gene associations represent important information for revealing protein functions under disease conditions to improve the prevention, diagnosis, and treatment of complex diseases. Although several ...
Genetic Association Studies Computational Biology Models, Biological Disease Susceptibility Protein Interaction Mapping Gene Expression Profiling Neural Networks, Computer Algorithms ROC Curve Reproducibility of Results Protein Interaction Maps Genetic Predisposition to Disease
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Acute pain intensity monitoring with the classification of multiple physiological parameters.

Journal of clinical monitoring and computing Jun 26, 2018
Current acute pain intensity assessment tools are mainly based on self-reporting by patients, which is impractical for non-communicative, sedated or critically ill patients. In previous studies, various physiological signals have been observed qualit...
Male ROC Curve Monitoring, Physiologic Area Under Curve Reproducibility of Results Young Adult Adult Healthy Volunteers Respiration Hot Temperature Acute Pain Pain Measurement Electromyography Heart Rate Humans Neural Networks, Computer Critical Illness Female Galvanic Skin Response
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Disrupted functional connectivity within the default mode network and salience network in unmedicated bipolar II disorder.

Progress in neuro-psychopharmacology & biological psychiatry Jun 26, 2018
BACKGROUND: Recent studies demonstrate that functional disruption in resting-state networks contributes to cognitive and affective symptoms of bipolar disorder (BD), however, the functional connectivity (FC) pattern underlying BD II depression within...
Male Psychiatric Status Rating Scales Adolescent Bipolar Disorder Image Processing, Computer-Assisted Magnetic Resonance Imaging Brain Mapping Neural Networks, Computer Female Young Adult Adult Humans Functional Laterality Oxygen Statistics, Nonparametric Rest Neural Pathways
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Weakly Supervised Biomedical Image Segmentation by Reiterative Learning.

IEEE journal of biomedical and health informatics Jun 25, 2018
Recent advances in deep learning have produced encouraging results for biomedical image segmentation; however, outcomes rely heavily on comprehensive annotation. In this paper, we propose a neural network architecture and a new algorithm, known as ov...
Humans Histological Techniques Neural Networks, Computer Stomach Neoplasms Supervised Machine Learning Image Interpretation, Computer-Assisted Algorithms
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Perturbation Theory/Machine Learning Model of ChEMBL Data for Dopamine Targets: Docking, Synthesis, and Assay of New l-Prolyl-l-leucyl-glycinamide Peptidomimetics.

ACS chemical neuroscience Jun 25, 2018
Predicting drug-protein interactions (DPIs) for target proteins involved in dopamine pathways is a very important goal in medicinal chemistry. We can tackle this problem using Molecular Docking or Machine Learning (ML) models for one specific protein...
Machine Learning Software Molecular Docking Simulation Deep Learning Humans Neural Networks, Computer Peptidomimetics Receptors, Dopamine D2 Allosteric Regulation Models, Molecular MSH Release-Inhibiting Hormone Nonlinear Dynamics Databases, Chemical Dopamine
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Distributed zero-sum differential game for multi-agent systems in strict-feedback form with input saturation and output constraint.

Neural networks : the official journal of the International Neural Network Society Jun 25, 2018
This paper investigates the distributed differential game tracking problem for nonlinear multi-agent systems with output constraint under a fixed directed graph. Each follower can be taken as strict-feedback structure with uncertain nonlinearities an...
Uncertainty Computer Simulation Feedback Nonlinear Dynamics Neural Networks, Computer Algorithms
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