Hands-on neural network programming with C# :: add powerful neural network capabilities to your C# enterprise applications /
This book will give you a complete walkthrough of the process of developing basic to advanced practical examples based on neural networks with C#. From simple perceptrons through GRU's, you'll learn to understand and implement these technologies using the concepts you've learned. Expl...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham, UK :
Packt,
2018.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | This book will give you a complete walkthrough of the process of developing basic to advanced practical examples based on neural networks with C#. From simple perceptrons through GRU's, you'll learn to understand and implement these technologies using the concepts you've learned. Explore methods to optimize and adapt neural networks in real time. |
| Beschreibung: | 1 online resource (320 pages) |
| ISBN: | 9781789619867 1789619866 |
Internformat
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| 505 | 0 | |a Table of ContentsA Quick RefresherBuilding our first Neural Network TogetherDecision Tress and Random ForestsFace and Motion DetectionTraining CNNs using ConvNetSharpTraining Autoencoders Using RNNSharpReplacing Back Propagation with PSOFunction Optimizations; How and WhyFinding Optimal ParametersObject Detection with TensorFlowSharpTime Series Prediction and LSTM Using CNTKGRUs Compared to LSTMs, RNNs, and Feedforward NetworksAppendix A- Activation Function TimingsAppendix B- Function Optimization Reference. | |
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| contents | Table of ContentsA Quick RefresherBuilding our first Neural Network TogetherDecision Tress and Random ForestsFace and Motion DetectionTraining CNNs using ConvNetSharpTraining Autoencoders Using RNNSharpReplacing Back Propagation with PSOFunction Optimizations; How and WhyFinding Optimal ParametersObject Detection with TensorFlowSharpTime Series Prediction and LSTM Using CNTKGRUs Compared to LSTMs, RNNs, and Feedforward NetworksAppendix A- Activation Function TimingsAppendix B- Function Optimization Reference. |
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| id | ZDB-4-EBA-on1056909097 |
| illustrated | Not Illustrated |
| indexdate | 2024-11-27T13:29:11Z |
| institution | BVB |
| isbn | 9781789619867 1789619866 |
| language | English |
| oclc_num | 1056909097 |
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| spelling | Cole, Matt R., 1961- author. https://id.oclc.org/worldcat/entity/E39PCjCH6vKmjrWdy4dr7kdKbb Hands-on neural network programming with C# : add powerful neural network capabilities to your C# enterprise applications / Matt R. Cole. Birmingham, UK : Packt, 2018. 1 online resource (320 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier Online resource; title from PDF title page (EBSCO, viewed October 17, 2018) Table of ContentsA Quick RefresherBuilding our first Neural Network TogetherDecision Tress and Random ForestsFace and Motion DetectionTraining CNNs using ConvNetSharpTraining Autoencoders Using RNNSharpReplacing Back Propagation with PSOFunction Optimizations; How and WhyFinding Optimal ParametersObject Detection with TensorFlowSharpTime Series Prediction and LSTM Using CNTKGRUs Compared to LSTMs, RNNs, and Feedforward NetworksAppendix A- Activation Function TimingsAppendix B- Function Optimization Reference. This book will give you a complete walkthrough of the process of developing basic to advanced practical examples based on neural networks with C#. From simple perceptrons through GRU's, you'll learn to understand and implement these technologies using the concepts you've learned. Explore methods to optimize and adapt neural networks in real time. C# (Computer program language) http://id.loc.gov/authorities/subjects/sh2001001705 Web applications. http://id.loc.gov/authorities/subjects/sh2012001728 Application software Development. http://id.loc.gov/authorities/subjects/sh95009362 C# (Langage de programmation) Applications Web. Logiciels d'application Développement. Programming & scripting languages: general. bicssc Database design & theory. bicssc Information architecture. bicssc Neural networks & fuzzy systems. bicssc COMPUTERS Programming Languages C#. bisacsh Application software Development fast C# (Computer program language) fast Web applications fast has work: Hands-on neural network programming with C# (Text) https://id.oclc.org/worldcat/entity/E39PCGjGyym4TTv8gTRGwMKMrq https://id.oclc.org/worldcat/ontology/hasWork FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1905987 Volltext |
| spellingShingle | Cole, Matt R., 1961- Hands-on neural network programming with C# : add powerful neural network capabilities to your C# enterprise applications / Table of ContentsA Quick RefresherBuilding our first Neural Network TogetherDecision Tress and Random ForestsFace and Motion DetectionTraining CNNs using ConvNetSharpTraining Autoencoders Using RNNSharpReplacing Back Propagation with PSOFunction Optimizations; How and WhyFinding Optimal ParametersObject Detection with TensorFlowSharpTime Series Prediction and LSTM Using CNTKGRUs Compared to LSTMs, RNNs, and Feedforward NetworksAppendix A- Activation Function TimingsAppendix B- Function Optimization Reference. C# (Computer program language) http://id.loc.gov/authorities/subjects/sh2001001705 Web applications. http://id.loc.gov/authorities/subjects/sh2012001728 Application software Development. http://id.loc.gov/authorities/subjects/sh95009362 C# (Langage de programmation) Applications Web. Logiciels d'application Développement. Programming & scripting languages: general. bicssc Database design & theory. bicssc Information architecture. bicssc Neural networks & fuzzy systems. bicssc COMPUTERS Programming Languages C#. bisacsh Application software Development fast C# (Computer program language) fast Web applications fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh2001001705 http://id.loc.gov/authorities/subjects/sh2012001728 http://id.loc.gov/authorities/subjects/sh95009362 |
| title | Hands-on neural network programming with C# : add powerful neural network capabilities to your C# enterprise applications / |
| title_auth | Hands-on neural network programming with C# : add powerful neural network capabilities to your C# enterprise applications / |
| title_exact_search | Hands-on neural network programming with C# : add powerful neural network capabilities to your C# enterprise applications / |
| title_full | Hands-on neural network programming with C# : add powerful neural network capabilities to your C# enterprise applications / Matt R. Cole. |
| title_fullStr | Hands-on neural network programming with C# : add powerful neural network capabilities to your C# enterprise applications / Matt R. Cole. |
| title_full_unstemmed | Hands-on neural network programming with C# : add powerful neural network capabilities to your C# enterprise applications / Matt R. Cole. |
| title_short | Hands-on neural network programming with C# : |
| title_sort | hands on neural network programming with c add powerful neural network capabilities to your c enterprise applications |
| title_sub | add powerful neural network capabilities to your C# enterprise applications / |
| topic | C# (Computer program language) http://id.loc.gov/authorities/subjects/sh2001001705 Web applications. http://id.loc.gov/authorities/subjects/sh2012001728 Application software Development. http://id.loc.gov/authorities/subjects/sh95009362 C# (Langage de programmation) Applications Web. Logiciels d'application Développement. Programming & scripting languages: general. bicssc Database design & theory. bicssc Information architecture. bicssc Neural networks & fuzzy systems. bicssc COMPUTERS Programming Languages C#. bisacsh Application software Development fast C# (Computer program language) fast Web applications fast |
| topic_facet | C# (Computer program language) Web applications. Application software Development. C# (Langage de programmation) Applications Web. Logiciels d'application Développement. Programming & scripting languages: general. Database design & theory. Information architecture. Neural networks & fuzzy systems. COMPUTERS Programming Languages C#. Application software Development Web applications |
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