eBook
Deep Learning And Signal Processing
| Title: | Deep Learning And Signal Processing |
|---|---|
| Description: | This monograph provides a comprehensive synthesis of recent research that demonstrates how deep learning methods can be effectively applied to achieve technological innovation in signal processing.Deep Learning and Signal Processing takes the reader through the evolution of machine and deep learning, beginning with the foundations of neural networks to advanced architectures such as deep recursive cascaded convolutional neural networks (CNNs), and core deep learning principles, to cutting-edge applications. Practical case studies in multiple areas such as blind equalization, remote sensing image classification, motion deblurring, handwriting recognition, ADHD diagnosis, and more, are integrated with learning points throughout the book.By bridging theory with real-world applications, the book equips engineering technicians, postgraduate students, researchers, and AI professionals with the expertise to overcome technological bottlenecks in applying deep learning to signal processing within their respective domains. |
| Authors: | Yecai Guo, Lixiang Ma |
| Resource Type: | eBook. |
| Subjects: | Signal processing--Data processing, Deep learning (Machine learning) |
| Categories: | COMPUTERS / Data Science / Machine Learning, TECHNOLOGY & ENGINEERING / Signals & Signal Processing |
| Database: | eBook Index |
| FullText | Text: Availability: 0 |
|---|---|
| Header | DbId: edsebk DbLabel: eBook Index An: 4494004 RelevancyScore: 987 AccessLevel: 6 PubType: eBook PubTypeId: ebook PreciseRelevancyScore: 987.310668945313 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Deep Learning And Signal Processing – Name: Abstract Label: Description Group: Ab Data: This monograph provides a comprehensive synthesis of recent research that demonstrates how deep learning methods can be effectively applied to achieve technological innovation in signal processing.Deep Learning and Signal Processing takes the reader through the evolution of machine and deep learning, beginning with the foundations of neural networks to advanced architectures such as deep recursive cascaded convolutional neural networks (CNNs), and core deep learning principles, to cutting-edge applications. Practical case studies in multiple areas such as blind equalization, remote sensing image classification, motion deblurring, handwriting recognition, ADHD diagnosis, and more, are integrated with learning points throughout the book.By bridging theory with real-world applications, the book equips engineering technicians, postgraduate students, researchers, and AI professionals with the expertise to overcome technological bottlenecks in applying deep learning to signal processing within their respective domains. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Yecai+Guo%22">Yecai Guo</searchLink><br /><searchLink fieldCode="AR" term="%22Lixiang+Ma%22">Lixiang Ma</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Signal+processing--Data+processing%22">Signal processing--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Deep+learning+%28Machine+learning%29%22">Deep learning (Machine learning)</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Data+Science+%2F+Machine+Learning%22">COMPUTERS / Data Science / Machine Learning</searchLink><br /><searchLink fieldCode="ZK" term="%22TECHNOLOGY+%26+ENGINEERING+%2F+Signals+%26+Signal+Processing%22">TECHNOLOGY & ENGINEERING / Signals & Signal Processing</searchLink> |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=4494004 |
| RecordInfo | BibRecord: BibEntity: Languages: – Code: eng Text: English Subjects: – SubjectFull: Signal processing--Data processing Type: general – SubjectFull: Deep learning (Machine learning) Type: general Titles: – TitleFull: Deep Learning And Signal Processing Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Yecai Guo – PersonEntity: Name: NameFull: Lixiang Ma – PersonEntity: Name: NameFull: Yecai Guo – PersonEntity: Name: NameFull: Lixiang Ma IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2026 – D: 25 M: 05 Type: profile Y: 2026 Identifiers: – Type: isbn-print Value: 9789819824175 – Type: isbn-electronic Value: 9789819824182 Titles: – TitleFull: Deep Learning And Signal Processing Type: main |
| ResultId | 1 |