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 integrating theory towards understanding intelligence.
Speakers announced here, the following time is Beijing time, and we use the on-line meeting software of voovmeeting (click Free Trials to download the application) or Zoom. The video of past talks are Here.
Seminar Schedule (updating)
*********2022 Fall Season*********
Sept 7, 21:00-22:30, INTheory-8
Talk title: Role of gating in recurrent neural networks
Speaker: Dr. Kamesh Krishnamurthy (talk poster here)
Zoom ID: 828 2975 8872
Oct 27, 16:00-17:15, INTheory-9
Talk title: Representation-assisted sampling with Restricted Boltzmann Machines: from disentanglement to deep tempering
Speaker: Prof. Remi Monasson
Zoom ID: 861 6166 8050
Nov 10, 16:00-17:15, INTheory-10
Talk title: Statistical mechanics of information processing in shallow networks
Speaker: Prof. Adriano Barra
Zoom ID: 831 9944 5505 (pc: 221110)
Previous speaker list
**********2022 Spring Season*********
May 5, 16:00-17:30, INTheory-7
Talk title: Understanding the structure-function mapping in recurrent neural networks
Speaker: Prof. Srdjan Ostojic (talk poster Here)
Apr 14 2022, 17:00-18:30, INTheory-6
Talk title: Optimization with input from Spin Glasses and RMT
Speaker: Prof. Yan Fyodorov (talk poster here)
**********2021 Fall Season**********
Dec 10 2021, 17:00-18:30, INTheory-5
Talk title: Geometric landscapes and phase transitions in deep neural network models
Speaker: Prof. Riccardo Zecchina (talk poster INTheory-05)
Nov 18 2021, 16:00-17:30, INTheory-4
Talk title: Data structure and learning dynamics in neural networks
Speaker: Prof. Sebastian Goldt (talk poster INTheory-04)
Nov 4 2021, 8:00-9:30, INTheory-3
Talk title: White-Box Deep (Convolution) Networks from the Principle of Rate Reduction
Speaker: Prof. Yi Ma (talk poster INTheory-03)
Oct 22 2021, 15:00~16:30, INTheory-2
Talk title: Statistical physics approach to neuronal dynamics
Speakers: Prof. Moritz Helias and Dr. Alexander van Meegen (talk poster INTheory-02)
Oct 12 2021, 14:00-15:30, INTheory-1
Talk title: Fractional diffusion theory of neural circuits
Speaker: Prof. Pulin Gong (talk poster INTheory-01)