Articles by R. Stacy Smyth (Articles: 5)

Articles: 5

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Average article rating: 4.71

Artificial Intelligence
Deep Learning	The Histogram Neuron - A Solution for "Kitten Stew" in Image Classification with CNNs 27 Dec 2017 Updated: 27 Dec 2017 Rating: 5.00/5 Votes: 2 Popularity: 1.51 Licence: CPOL Views: 5,990 Bookmarked: 2 Downloaded: 0 Please Sign up or sign in to vote. Approach I used to get the CNN to behave in a more intuitively sensible way
Desktop Programming
WPF	Delaying Element Initialization for Collapsed Controls 27 Jun 2011 Updated: 27 Jun 2011 Rating: 4.76/5 Votes: 11 Popularity: 4.76 Licence: CPOL Views: 35,323 Bookmarked: 12 Downloaded: 755 Please Sign up or sign in to vote. How to improve XAML load speed (performance) by delaying the initialization of collapsed controls
	The "Third Way" of Change Notification: ValueChangedEventManager and How to Clean Up its Memory Leaks 28 Jun 2011 Updated: 28 Jun 2011 Rating: 4.82/5 Votes: 9 Popularity: 4.60 Licence: CPOL Views: 32,215 Bookmarked: 16 Downloaded: 0 Please Sign up or sign in to vote. How bindings can receive change notification from source POCOs that don't implement INotifyPropertyChanged, and how to correct the associated memory leaks
	Autonomous Validation: Extending IDataErrorInfo to Make Validation Simpler & More Robust 1 Jul 2011 Updated: 1 Jul 2011 Rating: 4.14/5 Votes: 3 Popularity: 1.98 Licence: CPOL Views: 22,220 Bookmarked: 15 Downloaded: 493 Please Sign up or sign in to vote. How to get all of your controls to wire themselves up for validation with only a single line of XAML per view
Programming Languages
C#	Reducing memory footprint and object instance sizes: StructLayoutAttribute is only the beginning 25 Jul 2011 Updated: 25 Jul 2011 Rating: 4.81/5 Votes: 9 Popularity: 4.59 Licence: CPOL Views: 29,791 Bookmarked: 18 Downloaded: 0 Please Sign up or sign in to vote. Calculating the size of objects, and unexpected ways to make them smaller.