From the Book - First edition.
ch. I This Building Does Not Exist An Attempt at a Theory of Neural Architecture
What does a Melange have to do with Artificial Intelligence?
Familiar but Strange: Bits, Pieces, Features & Neurons
With or Without you Dependency between Concrete and Abstract Objects
Neural Networks are Abstract Objects
It's complicated about a Relationship
About Wild Features and How to Capture Them
Things, Facts, and the Ontology of Neural Networks
What About Aesthetics, Agency, and Authorship?
Aesthetics of Neural Architecture
The Sensibility of Neural Architecture
Agency in Neural Architecture
Neural Architecture is a New Paradigm
Big Data, AI and Architecture Design
ch. III In the Valley of the Hallucinating Machines
Computational Vision as Design Method
Architecture's Empathy Towards Images and Representation
How to Recognize a Gothic Column
The Nature of Neural Networks
Learning Architectural Features
Fountains, Figures, and Features or How to Confuse an AI
What it Means to Be a Pixel
Machines Hallucinating Architecture
ch. IV Not a Question of Style-Style, Artificial Intelligence and Architecture
A Closer Look into the Suspicious Noun Style
When Aesthetics Collide with Technology
ch. V Talking Architecture
Attentional Generative Adversarial Network
The Urban Context of the Design
Signs, Scripts, and Codes A Theory of the Artificial
ch. VI How Machines Learn to Plan A Critical Interrogation of Machine
Vision Techniques in Architecture
How machines learn to see
A Posthuman Trajectory for Plan Formation
Estranged but in a good way
Neural Networks and Learning the 2-D Visual World
Modeling the Style of the Real World
The Defamiliarization of the City, or An Alternative Utopia
ch. VII Space: The Final Frontier (How to Wrangle a Neural Network to Deal with 3D Models)
Terms of Engagement: Aesthetics, Agency, Sensibility, and Other Nasty Problems
Neural Optimization Framework
So, Can a Neural Network Learn a Sensibility?
ch. VIII The Politics of Neural Architecture and Artificial Intelligence
The Problem with Low-Skill Labor
The Accelerationist Project
