From Artificial Intelligence to Brain Intelligence: AI Compute Symposium 218

ISBN-13: 9788770221238 / Angielski / Twarda / 2020 / 300 str.

Rajiv Joshi; Matt Ziegler; Arvind Kumar

Opis

Overall, the book covers two broad topics: general AI advances, and applications to neuromorphic computing.Technical topics discussed in the book include:1. Research Directions in AI algorithms and systems 2. An ARM perspective on hardware requirements and challenges for AI3.

Spis treści

• Preface
• 1. Research Directions in AI algorithms and systems - Lisa Amini
• 2. An ARM perspective on hardware requirements and challenges for AI – Robert Aitken
• 3. The new Era of AI hardware - Jeff Burns
• 4. AI and the Opportunity for Unconventional Computing Platforms – Naveen Verma
• 5. Thermodynamic Computing – Todd Hylton
• 6. Brain like cognitive engineering system - Jan Rabaey
• 7. BRAINWAY and Nano - Abacus architecture: Brain -inspired Cognitive Computing using Energy Efficient Physical Computational Structures, Algorithms and Architecture Co-Design - Andreas Andreou
• 8. Applying Lessons from Nature for Today’s Computing Challenges – Mike Davies
• 9. RRAM Fabric for Neuromorphic Computing Applications – Wei Lu

O autorze

Rajiv Joshi, Matt Ziegler, Arvind Kumar