Mohlo by sa vám tiež páčiť

Viac informácií o knihe Deep Neural Evolution

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 623 bodov

Anotácia knihy

This book delivers the state of the art in deep learning (DL) methods hybridized with evolutionary computation (EC). Over the last decade, DL has dramatically reformed many domains: computer vision, speech recognition, healthcare, and automatic game playing, to mention only a few. All DL models, using different architectures and algorithms, utilize multiple processing layers for extracting a hierarchy of abstractions of data. Their remarkable successes notwithstanding, these powerful models are facing many challenges, and this book presents the collaborative efforts by researchers in EC to solve some of the problems in DL.EC comprises optimization techniques that are useful when problems are complex or poorly understood, or insufficient information about the problem domain is available. This family of algorithms has proven effective in solving problems with challenging characteristics such as non-convexity, non-linearity, noise, and irregularity, which dampen the performance of most classic optimization schemes. Furthermore, EC has been extensively and successfully applied in artificial neural network (ANN) research -from parameter estimation to structure optimization. Consequently, EC researchers are enthusiastic about applying their arsenal for the design and optimization of deep neural networks (DNN).

Parametre knihy

Zaradenie knihy Knihy po nemecky Naturwissenschaften, Medizin, Informatik, Technik Informatik, EDV Informatik

• Celý názov: Deep Neural Evolution
• Autor: Hitoshi Iba
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 452
• EAN: 9789811536878
• ISBN: 9811536872
• ID: 36199319
• Nakladateľ: Springer Verlag, Singapore
• Hmotnosť: 680 g
• Rozmery: 235 × 155 × 25 mm
• Dátum vydania: 22. May 2021

Obľúbené z iného súdka

---

---

---