Silicon for Artificial Intelligence

Technology and Applications
Erscheinungsjahr 2027
ISBN: 978-3-032-38219-1
Verlag: Springer

Buch, Englisch, 339 Seiten, Format (B × H): 155 mm x 235 mm

Reihe: Hardware and Software Technologies for Artificial Intelligence Revolution

This book offers a broad overview of the current research landscape where artificial intelligence techniques intersect with underlying silicon chip technology, highlighting how AI techniques are being harnessed to elevate the capabilities of silicon hardware. AI has great potential to revolutionize our lives, yet it also faces unique challenges in computing hardware, efficient computation and related power dissipation. Given the rapid pace of AI development and the breadth of ongoing research, this book focuses on the silicon hardware platform on which all AI development are being built. We will discuss new silicon chip developments from companies like Nvidia, AMD, Arm, Intel, and others that are being used by the AI ecosystem (OpenAI, Meta, Microsoft, Google, Apple, xAI, and others). We aim to illuminate the path forward for researchers and engineers in the silicon chip design field by providing a snapshot of current trends, challenges, and potential innovations.

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Iniewski, Krzysztof (Kris)

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Bauelemente, Schaltkreise
• Mathematik | Informatik EDV | Informatik Technische Informatik Eingebettete Systeme

Inhaltsverzeichnis

Fundamental and bio-inspired background.- Construction criteria.- Comparison and advantages.- Fabrication on metals and alloys.- Fabrication on non-metallic materials.- Fabrication on Porous Polymers.- Substrate properties and durability.- Substrate properties and durability.- Effect of lubricant characteristics (type, evaporation and viscosity) on SLIPS durability.- Anti-corrosion applications of SLIPS.- Anti-fouling applications of SLIPS.- Anti-biofouling and anti-bacterial applications of SLIPS.- Anti-icing Applications of SLIPS.- Self-healing mechanisms and applications of SLIPS.- Self-lubricating slippery liquid-infused porous surfaces: architectures, mechanisms and emerging applications.-SLIPS in oil separation applications.-SLIPS through polymerization-induced self-assembly for various applications.

Über Autor(innen)

Krzysztof (Kris) Iniewski is director of detector architecture and applications at Redlen Technologies Inc. in British Columbia, Canada. During his 15 years at Redlen he has managed development of highly integrated CdZnTe detector products in medical imaging and security applications. Prior to Redlen Kris hold various management and academic positions at PMC-Sierra, University of Alberta, SFU, UBC and University of Toronto.

Dr. Iniewski has published over 150+ research papers in international journals and conferences. He holds 25+ international patents granted in USA, Canada, France, Germany, and Japan. He wrote and edited 75+ books for Springer, Wiley, Cambridge University Press, Mc-Graw Hill, and CRC Press. He is a frequent invited speaker and has consulted for multiple organizations internationally. Recent metrics analysis showed: h index = 33, i10 index = 100, number of citations = 4259.