AIMC Topic:
Computer Simulation

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A Joint Model Provisioning and Request Dispatch Solution for Low-Latency Inference Services on Edge.

Sensors (Basel, Switzerland) Oct 2, 2021
With the advancement of machine learning, a growing number of mobile users rely on machine learning inference for making time-sensitive and safety-critical decisions. Therefore, the demand for high-quality and low-latency inference services at the ne...
Machine Learning Computer Simulation
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Potential Fault Diagnosis Method and Classification Accuracy Detection of IGBT Device Based on Improved Single Hidden Layer Feedforward Neural Network.

Computational intelligence and neuroscience Sep 30, 2021
Insulated Gate Bipolar Transistor (IGBT) is a high-power switch in the field of power electronics. Its reliability is closely related to system stability. Once failure occurs, it may cause irreparable loss. Therefore, potential fault diagnosis method...
Reproducibility of Results Computer Simulation Neural Networks, Computer Algorithms
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Intelligent Optimization Algorithm-Based Path Planning for a Mobile Robot.

Computational intelligence and neuroscience Sep 29, 2021
The purpose of mobile robot path planning is to produce the optimal safe path. However, mobile robots have poor real-time obstacle avoidance in local path planning and longer paths in global path planning. In order to improve the accuracy of real-tim...
Robotics Pheromones Algorithms Computer Simulation Machine Learning
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Intelligent Simulation of Children's Psychological Path Selection Based on Chaotic Neural Network Algorithm.

Computational intelligence and neuroscience Sep 29, 2021
In recent years, there are many problems in the study of intelligent simulation of children's psychological path selection, among which the main problem is to ignore the factors of children's psychological path selection. Based on this, this paper st...
Humans Computer Simulation Child Neural Networks, Computer Algorithms
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Natural and Artificial Intelligence: A brief introduction to the interplay between AI and neuroscience research.

Neural networks : the official journal of the International Neural Network Society Sep 28, 2021
Neuroscience and artificial intelligence (AI) share a long history of collaboration. Advances in neuroscience, alongside huge leaps in computer processing power over the last few decades, have given rise to a new generation of in silico neural networ...
Neural Networks, Computer Neurosciences Brain Computer Simulation Artificial Intelligence
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A Novel Medical Image Denoising Method Based on Conditional Generative Adversarial Network.

Computational and mathematical methods in medicine Sep 28, 2021
Medical image quality is highly relative to clinical diagnosis and treatment, leading to a popular research topic of medical image denoising. Image denoising based on deep learning methods has attracted considerable attention owing to its excellent a...
Databases, Factual Computer Simulation Tomography, X-Ray Computed Lung Neural Networks, Computer Algorithms Humans Signal-To-Noise Ratio Computational Biology Image Interpretation, Computer-Assisted Deep Learning
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A comparative study of forest methods for time-to-event data: variable selection and predictive performance.

BMC medical research methodology Sep 25, 2021
BACKGROUND: As a hot method in machine learning field, the forests approach is an attractive alternative approach to Cox model. Random survival forests (RSF) methodology is the most popular survival forests method, whereas its drawbacks exist such as...
Humans Machine Learning Computer Simulation Proportional Hazards Models
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Landscape Planning and Image Analysis Based on Multipopulation Coevolution Particle Swarm Radial Basis Function Neural Network Algorithm.

Computational intelligence and neuroscience Sep 24, 2021
Urban landscape planning and design is not only closely related to people's living environment, but also has an important impact on urban planning and development. However, there are some problems in landscape planning and design, such as excellent c...
Image Processing, Computer-Assisted Computer Simulation Humans Neural Networks, Computer Algorithms
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On the Prediction of Biogas Production from Vegetables, Fruits, and Food Wastes by ANFIS- and LSSVM-Based Models.

BioMed research international Sep 24, 2021
This study is aimed at modeling biodigestion systems as a function of the most influencing parameters to generate two robust algorithms on the basis of the machine learning algorithms, including adaptive network-based fuzzy inference system (ANFIS) a...
Vegetables Linear Models Fruit Refuse Disposal Biofuels Food Computer Simulation Support Vector Machine Fuzzy Logic Least-Squares Analysis Algorithms
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Enhancing 5G Small Cell Selection: A Neural Network and IoV-Based Approach.

Sensors (Basel, Switzerland) Sep 23, 2021
The ultra-dense network (UDN) is one of the key technologies in fifth generation (5G) networks. It is used to enhance the system capacity issue by deploying small cells at high density. In 5G UDNs, the cell selection process requires high computation...
Computer Simulation Internet Humans Neural Networks, Computer Algorithms
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