Web books published: research guide, NeuroAI mathematics, and statistics supplement
Three open web books written in the lab are now freely available online (in Japanese).
読む・書く・伝える:研究の実践ガイド — A practical guide for students joining the lab: research ethics, reading papers and managing references, writing, presentation, English, and publishing research.
脳とAIをつなぐ数理 ― 表現・学習・生成 — An introduction to the mathematics shared by brains and artificial neural networks: neuronal dynamics, encoding and decoding, learning and generalization, representational geometry, generative models, and what “representation” means.
統計入門 数理サプリメント — A mathematical companion to the introductory statistics course: derivations behind the formulas, probability distributions, Bayesian statistics, and first steps in causal inference and machine learning.