Setting the stage for 2023

1

Introduction

00:00 • 2min

2

The Boltzmann Machine

02:09 • 5min

3

Brain Learning During Sleep

07:23 • 5min

4

The New Era of Natural Language Processing

11:55 • 4min

5

Learning Algorithms Scale Very Well

16:19 • 3min

6

The Power of Parallel Hardware in Machine Learning

18:51 • 6min

7

Is the Brain Doing the Equivalent of Back Propagation?

24:28 • 2min

8

Reward Prediction Error in Machine Learning

26:40 • 2min

9

Synaptic Plasticity - How Does It Work?

28:52 • 2min

10

Deep Learning and Spike Time Dependent Plasticity

30:46 • 5min

11

Unsupervised Pre-Training Is Important for Deep Learning

35:27 • 2min

12

How the Brain Can Learn Multilayne Nets?

37:07 • 5min

13

How to Train Multi-Layer Neural Nets

42:01 • 5min

14

Building a Deep Learning Network Based on the Visual Cortex

46:47 • 5min

15

Train a Neural Network Using Unsupervised Running

51:47 • 4min

16

The Future of Unsupervised Learning

55:39 • 2min

17

AI and the Singularity

57:38 • 2min