Anfängerpraktikum (BSc Informatik) - Neural Networks From Scratch: Additional Materials
Lecture materials
Lecture 1
Lecture 2
Lecture 3
Reading
Papers
Horowitz: Computing’s Energy Problem (And What We Can Do About It)
Vaswani et al.: Attention Is All You Need
Horowitz: Computing’s energy problem (and what we can do about it)
Textbooks
Goodfellow et al.: Deep Learning
Goodfellow et al.: Deep Learning (Downloadable version)
Tunstall, Lewis: Natural Language Processing with Transformers (EN)
Tunstall, Lewis: Natural Language Processing with Transformers (DE)
Alammar, Grootendorst: Hands-On Large Language Models
Hwu et al.: Programming Massively Parallel Processors