Showing 10 open source projects for "model train design"

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  • 1
    Eventer

    Eventer

    Rapid, unbiased, reproducible analysis of synaptic events

    ...The software combines deconvolution for detection, and variable length template matching approaches for screening out false positive events. Eventer also includes a machine learning-based approach allowing users to train a model to implement their ‘expert’ selection criteria across data sets without bias. Sharing models allows users to implement consistent analysis procedures. The software is coded in MATLAB, but has been compiled as standalone applications for Windows, Mac and Linux. Please visit the official Eventer website for more info https://eventerneuro.netlify.app/ While the paper is in preparation, please cite as; Winchester, G., Liu, S., Steele, O.G., Aziz, W. and Penn, A.C. (2020) Eventer. ...
    Downloads: 0 This Week
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  • 2
    Robust Tube MPC

    Robust Tube MPC

    Example implementation for robust model predictive control using tube

    robust-tube-mpc is a MATLAB implementation of robust tube-based Model Predictive Control (MPC). The framework provides tools to design and simulate controllers that maintain stability and constraint satisfaction in the presence of bounded disturbances. Tube-based MPC achieves robustness by combining a nominal trajectory planner with an error feedback controller that keeps the actual system state within a "tube" around the nominal trajectory.
    Downloads: 6 This Week
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  • 3
    Faster R-CNN

    Faster R-CNN

    Object detection framework based on deep convolutional networks

    ...The Faster R-CNN architecture combines a Region Proposal Network (RPN) with a Fast R-CNN style detection network to share convolutional feature maps and thus speed up detection. The repo includes code to train, test, and deploy Faster R-CNN models under the MATLAB / Caffe environment, example configuration files, and model checkpoints. Multiple configuration files for different datasets and architectures. Evaluation scripts for mAP and detection metrics.
    Downloads: 0 This Week
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  • 4
    Dynamic Linkage

    Dynamic Linkage

    Dynamic Linkage Social Aggregation Model

    This project will create a user-friendly modeling system for studying animal social aggregations. The model codifies the a new hypothesis that the animal's state, kinematics, and the group's emergent properties are dynamically linked together, with each one affecting the others. The model will be constructed using Object-Oriented MatLab.
    Downloads: 0 This Week
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  • 5
    MRiLab

    MRiLab

    A Numerical MRI Simulation Platform

    ...If you find MRiLab useful for your work, please cite this paper: Fast Realistic MRI Simulations Based on Generalized Multi-Pool Exchange Tissue Model. IEEE Transactions on Medical Imaging. 2016. doi: 10.1109/TMI.2016.2620961
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    Downloads: 27 This Week
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  • 6
    Spatio-Kemporal kriging

    Spatio-Kemporal kriging

    Spatio-Kemporal forecast

    The Spatio-temporal Kriging is a small software for kriging. The main function of this software including: 1. This software have both Chinese and English speech interfaces; 2. Supports three kinds of time data format(day,month and year; 3. Analysis of basic statistics and normal distribution inspection; 4. Spatio-temporal Semi-variance Calculating; 5. Spatio-temporal model curvefitting of both separable and non-separable models; 6. Spatio-temporal interpolation of single time and many...
    Downloads: 1 This Week
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  • 7

    Matlab wind turbine model

    Generic Matlab model of a wind turbine drive train.

    This is a project to create a simple, open-source, simulation of a turbine suitable for use in wind or tidal streams in plain Octave/Matlab code. It will be designed to be suitable for integration with, and the testing of, some existing power take-off models. The drive train of the turbine will be modeled, with the scope of the model being the conversion of a given wind velocity to a torque at the input of a power take-off unit.
    Downloads: 0 This Week
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  • 8

    Jointly optimized BF Assisted AEC

    Jointly optimized BF Assisted AEC

    ...A stochastic model is derived for the transient and steady-state behaviors of the residual echo power. The convergence analysis provides a stability bound for the adaptation step-size. Monte Carlo simulations can be performed to illustrate the accuracy of the model, which can then used to provide design guidelines. Application of the new model confirms previous experimental findings that the same cancellation performance of a single-microphone AEC can be achieved with a shorter AEC when the possibility of spatial filtering is available.
    Downloads: 0 This Week
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  • 9

    DyMMM

    Dynamic Multispecies Metabolic Modeling framework

    ...The ISME journal. Zhuang, K., Ma, E., Lovley, D. R., & Mahadevan, R. (2012). The design of long-term effective uranium bioremediation strategy using a community metabolic model. Biotechnology and Bioengineering.
    Downloads: 0 This Week
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  • 10
    ACADO Toolkit

    ACADO Toolkit

    Toolkit for Automatic Control and Dynamic Optimization

    ACADO Toolkit is a software environment and algorithm collection for automatic control and dynamic optimization. It provides a general framework for using a great variety of algorithms for direct optimal control, including model predictive control, state and parameter estimation and robust optimization. ACADO Toolkit is implemented as self-contained C++ code and comes along with user-friendly MATLAB interface. The object-oriented design allows for convenient coupling of existing optimization packages and for extending it with user-written optimization routines.
    Downloads: 0 This Week
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