AIMC Topic: Computer Simulation

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Energetic analysis and experiments of earthworm-like locomotion with compliant surfaces.

Bioinspiration & biomimetics Feb 4, 2016
The energy consumption of worm robots is composed of three parts: heat losses in the motors, internal friction losses of the worm device and mechanical energy locomotion requirements which we refer to as the cost of transport (COT). The COT, which is...
Equipment Failure Analysis Oligochaeta Elastic Modulus Energy Transfer Equipment Design Biomimetics Locomotion Peristalsis Computer Simulation Models, Theoretical Robotics Animals Computer-Aided Design
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Multi-source adaptation joint kernel sparse representation for visual classification.

Neural networks : the official journal of the International Neural Network Society Feb 3, 2016
Most of the existing domain adaptation learning (DAL) methods relies on a single source domain to learn a classifier with well-generalized performance for the target domain of interest, which may lead to the so-called negative transfer problem. To th...
Computer Simulation Machine Learning Models, Theoretical Algorithms
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Network-based in silico drug efficacy screening.

Nature communications Feb 1, 2016
The increasing cost of drug development together with a significant drop in the number of new drug approvals raises the need for innovative approaches for target identification and efficacy prediction. Here, we take advantage of our increasing unders...
Drug Discovery Molecular Structure Neural Networks, Computer Structure-Activity Relationship Models, Biological Computer Simulation
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Experimental Matching of Instances to Heuristics for Constraint Satisfaction Problems.

Computational intelligence and neuroscience Feb 1, 2016
Constraint satisfaction problems are of special interest for the artificial intelligence and operations research community due to their many applications. Although heuristics involved in solving these problems have largely been studied in the past, l...
Heuristics Nonlinear Dynamics Humans Artificial Intelligence Models, Theoretical Personal Satisfaction Algorithms Computer Simulation
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Travel Time Estimation Using Freeway Point Detector Data Based on Evolving Fuzzy Neural Inference System.

PloS one Feb 1, 2016
Travel time is an important measurement used to evaluate the extent of congestion within road networks. This paper presents a new method to estimate the travel time based on an evolving fuzzy neural inference system. The input variables in the system...
Regression Analysis Transportation Time Factors Neural Networks, Computer Fuzzy Logic Cluster Analysis Algorithms Computer Simulation
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Machine Learning Capabilities of a Simulated Cerebellum.

IEEE transactions on neural networks and learning systems Jan 26, 2016
This paper describes the learning and control capabilities of a biologically constrained bottom-up model of the mammalian cerebellum. Results are presented from six tasks: 1) eyelid conditioning; 2) pendulum balancing; 3) proportional-integral-deriva...
Neural Networks, Computer Machine Learning Computer Simulation Animals Humans Cerebellum Models, Neurological Reinforcement, Psychology Postural Balance Pattern Recognition, Physiological Neurons Conditioning, Eyelid
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Learning to Produce Syllabic Speech Sounds via Reward-Modulated Neural Plasticity.

PloS one Jan 25, 2016
At around 7 months of age, human infants begin to reliably produce well-formed syllables containing both consonants and vowels, a behavior called canonical babbling. Over subsequent months, the frequency of canonical babbling continues to increase. H...
Motor Cortex Language Development Humans Reward Auditory Perception Computer Simulation Infant Jaw Dopamine Feedback Neuronal Plasticity Nerve Net Neural Networks, Computer Laryngeal Muscles Models, Neurological Motor Neurons Machine Learning Phonetics Lip
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Prototype-based models in machine learning.

Wiley interdisciplinary reviews. Cognitive science Jan 21, 2016
An overview is given of prototype-based models in machine learning. In this framework, observations, i.e., data, are stored in terms of typical representatives. Together with a suitable measure of similarity, the systems can be employed in the contex...
Statistics as Topic Neurons Data Mining Pattern Recognition, Automated Neural Networks, Computer Machine Learning Computer Simulation
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Using Support Vector Machine (SVM) for Classification of Selectivity of H1N1 Neuraminidase Inhibitors.

Molecular informatics Jan 15, 2016
Inhibition of the neuraminidase is one of the most promising strategies for preventing influenza virus spreading. 479 neuraminidase inhibitors are collected for dataset 1 and 208 neuraminidase inhibitors for A/P/8/34 are collected for dataset 2. Usin...
Quantitative Structure-Activity Relationship Neuraminidase Computer Simulation Enzyme Inhibitors Antiviral Agents Influenza A Virus, H1N1 Subtype Support Vector Machine
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A neural-based vocoder implementation for evaluating cochlear implant coding strategies.

Hearing research Jan 14, 2016
Most simulations of cochlear implant (CI) coding strategies rely on standard vocoders that are based on purely signal processing techniques. However, these models neither account for various biophysical phenomena, such as neural stochasticity and ref...
Signal Processing, Computer-Assisted Prosthesis Design Acoustic Stimulation Auditory Pathways Middle Aged Time Factors Electroencephalography Cochlear Implants Persons with Hearing Disabilities Speech Perception Speech Acoustics Cochlear Implantation Stochastic Processes Electric Stimulation Humans Neural Networks, Computer Adult Male Computer Simulation Female Psychoacoustics Auditory Threshold Voice Quality Loudness Perception
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