Sigmoid
#2
probability classification
#logits
From Dead Insects to Deep Learning: How Logits Conquered Statistics and AI
A historical walk through the ideas connecting 1930s entomology to the output layer of your neural network — probits, logits, and the sigmoid function.
meta prompts
#logits
Prompt: Logits and Probits — From Entomology to Deep Learning
The prompt that generated Chapter 2 — tracing logits from 1930s insecticide research to the neural network output layer.