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Sergey Voroshilov Vladimirovich
VirtualSUN - Programmer
Chernivtsi, Ukraine
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Sergey Voroshilov Vladimirovich
updated the project
Jul 24, 2019
ANN&TOOLS
2 months ago
ANN&TOOLS updated to version 1.0662: - Fixed a hang in the demo "Car2D" (Need specific settings for "Physics2D". The fix applies only to the "Car2DControl.cs" file).
3 months ago
Ver. 1.066: - Fixed signatures in scripts. - Fixed update visualization of the activation function in the interfaces. - Correction in the instructions. - Added ability to save / load learning settings. - Added demonstration "Car2D". - Perceptron update: - In PerceptronLernByBackPropagation, “LearningSpeed” is limited to 1 second to avoid freezes. "LearningSpeed" ​​continues to work in the next frame. - Fixed errors associated with the creation of a perceptron by scripting. - Minor changes in the perceptron interface. - ANN update: - Added the ability to add "memory connections" between neurons (except for input neurons) during training. - The neurons of the hidden layer can now get the connection between themselves in the form of "memory connections". - Added the ability to obtain "memory" from neurons. - Removed "Bias" in ANN.cs and ANNInterface.cs as unnecessary. Now the presence of Bias in neurons will depend on learning. - Additions in the visualization of weights. - Minor ANN solution optimization. - Reworked algorithm for calculating possible links. - Add-on interfaces related to NEAT. - Added "TennisANN" demo for ANN. - Added the ability for neurons to use different activation functions during training. - Fixed ANN solution after loading from the perceptron file.
5 months ago
Ver. 1.019: - Added new activation functions ("ReLU", "Logistic", "TanH", "Sinusoid", "Sinc", "Gaussian"). - Added visualization of activation functions. - Activation functions are moved to "ActivationFunctions.cs". - Minor interface fixes. - Fixed the error in determining the type of activation function for the perceptron. - Fixed calculation of derivatives for all formulas for the backpropagation method ("Identity" and "Binary step" are temporarily not suitable for this training method). - Calculation of derivatives moved to "ActivationFunctions.cs". - Minor bugfix for backpropagation method. - Added message about incorrect input data. - Fixed visualization of weights. - Now the instruction is in one file. - Internal and external links are created in the instruction.
7 months ago
Updated to ver. 1.006: - The main folder was renamed from "ANN&TOOLS to "ANN" (for better compatibility with "ANN perceptron" and "ANN & NEAT"). - New activation functions. - The calculation of the best generation was fixed. - Fixed number of generation for new training. - Fixed visualization of neuron connections. - The activation function migrated from ANN.cs and Perceptron.cs to Formulas.cs.
Sergey Voroshilov Vladimirovich
published the project
Mar 5, 2019
ANN NEAT
7 months ago
Updated to ver. 1.002: The calculation of the best generation was fixed. Fixed number of generation for new training.
7 months ago
Ver. 1.001: Fixed visualization of neuron connections. The activation function migrated from ANN.cs in Formulas.cs.
Sergey Voroshilov Vladimirovich
updated the project
Mar 2, 2019
Air Friction 2D
Video demonstration here: https://youtu.be/jRT9Ytin9HQ
Sergey Voroshilov Vladimirovich
published the project
Feb 3, 2019
ANN&TOOLS
2 months ago
ANN&TOOLS updated to version 1.0662: - Fixed a hang in the demo "Car2D" (Need specific settings for "Physics2D". The fix applies only to the "Car2DControl.cs" file).
3 months ago
Ver. 1.066: - Fixed signatures in scripts. - Fixed update visualization of the activation function in the interfaces. - Correction in the instructions. - Added ability to save / load learning settings. - Added demonstration "Car2D". - Perceptron update: - In PerceptronLernByBackPropagation, “LearningSpeed” is limited to 1 second to avoid freezes. "LearningSpeed" ​​continues to work in the next frame. - Fixed errors associated with the creation of a perceptron by scripting. - Minor changes in the perceptron interface. - ANN update: - Added the ability to add "memory connections" between neurons (except for input neurons) during training. - The neurons of the hidden layer can now get the connection between themselves in the form of "memory connections". - Added the ability to obtain "memory" from neurons. - Removed "Bias" in ANN.cs and ANNInterface.cs as unnecessary. Now the presence of Bias in neurons will depend on learning. - Additions in the visualization of weights. - Minor ANN solution optimization. - Reworked algorithm for calculating possible links. - Add-on interfaces related to NEAT. - Added "TennisANN" demo for ANN. - Added the ability for neurons to use different activation functions during training. - Fixed ANN solution after loading from the perceptron file.
5 months ago
Ver. 1.019: - Added new activation functions ("ReLU", "Logistic", "TanH", "Sinusoid", "Sinc", "Gaussian"). - Added visualization of activation functions. - Activation functions are moved to "ActivationFunctions.cs". - Minor interface fixes. - Fixed the error in determining the type of activation function for the perceptron. - Fixed calculation of derivatives for all formulas for the backpropagation method ("Identity" and "Binary step" are temporarily not suitable for this training method). - Calculation of derivatives moved to "ActivationFunctions.cs". - Minor bugfix for backpropagation method. - Added message about incorrect input data. - Fixed visualization of weights. - Now the instruction is in one file. - Internal and external links are created in the instruction.
7 months ago
Updated to ver. 1.006: - The main folder was renamed from "ANN&TOOLS to "ANN" (for better compatibility with "ANN perceptron" and "ANN & NEAT"). - New activation functions. - The calculation of the best generation was fixed. - Fixed number of generation for new training. - Fixed visualization of neuron connections. - The activation function migrated from ANN.cs and Perceptron.cs to Formulas.cs.
Sergey Voroshilov Vladimirovich
updated the project
Sep 22, 2018
4
ANN Perceptron
5 months ago
Updated to ver. 1.055: - Fixed visualization of weights. - Internal and external links are created in the instruction.
7 months ago
Updated to ver. 1.053: The calculation of the best generation was fixed. Fixed number of generation for new training.
7 months ago
Updated to ver. 1.052: Fixed previous update (the previous update was not updated correctly). Changing the position of scripts in folders.
9 months ago
"ANN Perceptron" updated to version 1.051. Update for correctly work "ANN NEAT" with "ANN Perceptron". - Updated interface scripts. Updates regarding learning by random generation: - Updated menu interface random generation. Added settings to random generation: - The possibility learning by waves in the generation (constant maximum number or a certain amount in the wave). - Chance to change the sign of the weight to the opposite after the influence of generation on it. - The possibility of auto-saving perceptron during training. - No more need to reset the "longevity" of the "student" in the scripts. - Correction "crash" when resuming training. - Fixed the chance to choose the current worst generation when stopping training for not the best generation. Easy changes to the demonstrations.
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Sergey Voroshilov Vladimirovich
updated the project
Sep 20, 2018
Air Friction 2D
Video demonstration here: https://youtu.be/jRT9Ytin9HQ
About Me
I like to program and study everything for a little.
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Vizhnitsky College of Applied Arts
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