Part IV · represent, infer

Deep Learning for Sensor Time Series

Chapters

Ch 13Neural Representations for Sensor Streams [C] Ch 14Recurrent and Temporal Convolutional Models [C] Ch 15Transformers for Sensor Data [C][A] Ch 16State-Space Models: Mamba, S4, and Linear-Time Sequences [A][R] Ch 17Self-Supervised and Contrastive Sensor Learning [A][R] Ch 18Uncertainty, Calibration, and Conformal Prediction [A][R]