Research Notes

 MSRDJ Path Integral and DMFT of random RNN 

Statistical Mechanics of Neural Networks

 The Replica Symmetric Solution of Sherrington Kirkpatrick Model 

 Errata for Replica calculations for the SK model 


Assignment

 Final Assignment of SMNN-2024 (Jan. 1, 2025) 

 Assignment for Chapter 6 of SMNN-2024 (Nov. 4, 2024) 

 Assignment for Chapter 2 of SMNN-2024 (Oct. 16, 2024) 

 Cavity Method for the Sherrington-Kirkpatrick Model (Sept. 28 2024) 

 Slide for Final Assignment of SMNN-2022 (Dec. 13, 2023) 

 Slide for Final Assignment of SMNN-2022 (Jun. 17, 2023) 

 Final Assignment of SMNN-2022 (Jun. 5, 2023) 

Some Notes of Basic Physics

 Ensemble Theory (Equilibrium Statistical Physics) 

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