Eye On A.I.

Setting the stage for 2023

Jan 2, 2023

01:00:21

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Highlights

AI Chapters

Episode notes

Learning Algorithms Scale Very Well

02:32

The Power of Parallel Hardware in Machine Learning

05:37

Brain Learning During Sleep

04:32

Introduction

2min

The Boltzmann Machine

5min

Brain Learning During Sleep

5min

The New Era of Natural Language Processing

4min

Learning Algorithms Scale Very Well

3min

The Power of Parallel Hardware in Machine Learning

6min

Is the Brain Doing the Equivalent of Back Propagation?

2min

Reward Prediction Error in Machine Learning

2min

Synaptic Plasticity - How Does It Work?

2min

10.

Deep Learning and Spike Time Dependent Plasticity

5min

11.

Unsupervised Pre-Training Is Important for Deep Learning

2min

12.

How the Brain Can Learn Multilayne Nets?

5min

13.

How to Train Multi-Layer Neural Nets

5min

14.

Building a Deep Learning Network Based on the Visual Cortex

5min

15.

Train a Neural Network Using Unsupervised Running

4min

16.

The Future of Unsupervised Learning

2min

17.

AI and the Singularity

2min

To set the stage for some terrific conversations I have coming to you in the new year, in this episode we go back to some earlier conversations that talk about how we got to where we are in deep learning and how those early threads continue to lead innovation.