Showing posts with label ergodic hypothesis. Show all posts
Showing posts with label ergodic hypothesis. Show all posts
Wednesday, 11 May 2022

A misconception in ergodicity: Identify ergodic regime not ergodic process

›
Preamble       Figure 1: Two observable's approach to  ergodicity for Bernoulli Trials.  Ergodicity appears in many fields, in physics,...
Monday, 15 November 2021

Periodic Spectral Ergodicity Accurately Predicts Deep Learning Generalisation

›
  Preamble       Dali (1931), The Persistence of Memory (Wikipedia) One of the new mathematical concepts arise due to understanding of deep...
Wednesday, 28 July 2021

Deep Learning in Mind a Gentle Introduction to Spectral Ergodicity

›
Preamble     Figure: Monalisa on Eigenvector grids (Wikipedia) In the post,  A New Matrix Mathematics for Deep Learning : Random Matrix Theo...
Wednesday, 21 July 2021

A New Matrix Mathematics for Deep Learning : Random Matrix Theory of Deep Learning

›
 Preamble      Figure: Definition of Randomness  (Compagner 1991, Delft University) Development of deep learning systems (DLs)  increased o...
Wednesday, 1 January 2020

A practical understanding of ergodicity

›
Preamble In this tutorial, we will provide a brief introduction on what does ergodicity means and how to detect when a dynamical system b...
4 comments:
Tuesday, 13 May 2014

Is ergodicity a reasonable hypothesis? Understanding Boltzmann's ergodic hypothesis

›
Ergodic vs. non-ergodic trajectories (Wikipedia) Many undergraduate Physics students barely study Ergodic Hypothesis in detail. It is u...