Stories by headalgorithm

How Human Smarts Evolved (2018)

An Introduction to the Mathematics of Uncertainty (2010) [pdf]

Is There a Word for Reverse Anthropomorphism?

George Boole and the Calculus of Thought (2018)

The Society of Mind

Searching for the Perfect Artificial Synapse for AI

Neural Architecture Optimization

Pattern Recognition and Machine Learning (2006) [pdf]

The power of deeper networks for expressing natural functions (2018)

Survival of the sparsest: robust gene networks are parsimonious (2008)

Exponential expressivity in deep neural networks through transient chaos (2016)

Deep, Skinny Neural Networks Are Not Universal Approximators

Interpretability Beyond Feature Attribution

Computing Machinery and Intelligence (1950) [pdf]

The mostly complete chart of Neural Networks, explained (2017)

Research Debt (2017)

Exploring LSTMs (2017)

A Guide to Transfer Learning with Real-World Applications in Deep Learning

Rate–distortion theory and human perception (2016)

Machine Learning: The High-Interest Credit Card of Technical Debt (2014) [pdf]