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Version 7.1.1.0 (12/1/15) New Features/Bug Fixes (NeuroSolutions for Excel) Added support for Excel 2016 (32/64-bit). Fixed a problem with Leave-N-Out intermittently stopping.

(Custom Solution Wizard) Added support for Excel 2016. Version 7.1.0.0 (10/27/15) New Features (NeuroSolutions) Added support for Visual Studio 2015 for C++ Code Generation. Added support for k-Nearest Neighbor (k-NN) algorithm. Note: To implement, simply build a PNN/GRNN Network and check the k-NN switch within the GuassianAxon Inspector. Improved the efficiency of the Levenberg-Marquardt algorithm.

Note: An option has been added to the inspector of the back controller to not store the internal state variables of the LM algorithm with the breadboard or the weight files. These variables are only needed for those rare times when a previously-saved breadboard needs to continue training where it left off, so these variables will not be saved by default for breadboards created with this new version (existing breadboards will save the variables, but the “Store State” switch can be unchecked). Kasamsay seril mp3sng. (NeuroSolutions for Excel) Improved the Testing Report for Regression problems to include the metric from NeuroSolutions Infinity and updated the Desired vs. Actual graph for easier interpretation. (Custom Solution Wizard) Added support for Visual Studio 2015 Version 7.0.1.1 (3/9/15) Bug Fixes (NeuroSolutions) Fixed a problem in the NeuroSolutions Launcher where it would sometimes not launch NeuroSolutions for Excel under Windows 8. Version 7.0.1.0 (1/23/15) Feature Enhancements / Fixes (NeuroSolutions) Added weighting files for the Cross Validation and Testing sets in order to weight the reported cost the same as the Training set. Added 'Auto-Generate' to generate the default weighting file(s) when a change is made to the desired data.

Fixed a problem with the gradient calculation for the BackLinearAxon and BackSigmoidAxon when exemplar weighting is active. Version 7.0.0.9 (12/17/14) Bug Fixes (NeuroSolutions) Added support for setting the Momentum Step Size within the.NID files used by Infinity.

Fixed a problem with broken links in the help documentation. Fixed a problem with Excel and NeuroSolutions not tiling correctly.

Fixed a problem with batches not working due to a missing file. Fixed a problem on select systems to enable (if necessary) the Analysis Toolpak add-ins for Excel when launching Excel from the launcher. Fixed a problem with Accelerator concerning the memory check for the GPU that will display a message if not enough memory is available. Fixed a problem with C++ Code Generation and the Custom Solution Wizard not including all of the code necessarily to implement the functions related to Accelerator.

Fixed a problem with the launcher where Windows 'Large Fonts' was not displaying the Accept checkbox for the C++ Code Generaiton add-ons. Version 7.0.0.8 (11/4/14) Bug Fixes (Custom Solution Wizard) Fixed a problem when choosing a project type other than 'None'.

Version 7.0.0.7 (10/28/14) Bug Fixes (NeuroSolutions) Fixed a problem with the Launcher sometimes requiring users to grant elevated permissions for license retrieval. Fixed several problems with multiple user/domain accounts running the same NeuroSolutions installation. Version 7.0.0.6 (10/10/14) Bug Fixes (NeuroSolutions) Fixed a problem with not configuring the Windows Regional Settings properly where comma's and decimal's are swapped. Fixed a problem with the NeuroSolutions Type Library not getting registered on 32-bit Windows XP. Updated the installation requirement for Visual C++ 2012 Runtime. Updated the installation to include a status balloon to let users know that the installation is processing when the user interface is not displayed. Version 7.0.0.5 (9/29/14) Bug Fixes (NeuroSolutions) Updated default Accelerator library to use NVIDIA CUDA as misconfigured OpenCL setups were causing crashes.