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统计物理与神经计算

简介 Physics, Machine and Intelligence

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INTheory on-line Seminar

01.09.2021

INTheory on-line Seminar Series

Introduction

We hold a regular (e.g. monthly) on-line seminar "INTheory", focusing on exchange of ideas about the interplay between physics, machine learning and brain sciences. The name is a short-hand for theory of intelligence, or...

Group Meeting Schedule

01.12.2020

ProjProg: ; ReadNote: May 10 (uploaded to FeiShu).

X-111: 冼为坚堂111会议室

Apr chair (preparing each GM and PMI tree): ZLR

Apr 25 (PMI-226) X-112  Room, 9am~

(1) Spectrum dissucssion

(2) Paper Talk: Theory of FBM, MS

May 12 (PMI-227)...

Statistical Mechanics of Neural Networks online course

21.08.2020

We have published a book about basic tools of statistitical mechanics and applications to understand inner workings of neural networks. The book contains 16 chapters, with extra chapters for a brief history and perspectives for promising frontiers. For details of contents, please visit The A...

Workshop on statistical physics and neural computation (SPNC-2019)

21.02.2019

International Workshop on Statistical Physics and Neural Computation (SPNC-2019)

Sun Yat-sen University, Guangzhou, China

Oct 4-6, 2019

The workshop was over, and all participants can download the conferene photo here for a memory. Videos of all lectures are HERE.

In...