Architecture of the Memory Prediction Framework / Cortical Learning Algorithm / Hierarchical Temporal Memory

by David Rawlinson and Gideon Kowadlo

Introduction

Toward a Universal Cortical Algorithm: Examining Hierarchical Temporal Memory in Light of Frontal Cortical Function

This post is about a fantastic new paper by Michael R. Ferrier, titled:

Toward a Universal Cortical…

Cortical Learning Algorithms with Predictive Coding for a Systems-Level Cognitive Architecture

This is a quick post to link a poster paper by Ryan McCall, who has experimented with a Predictive-Coding / Cortical Learning Algorithm (PC-CLA) hybrid approach. We…

Recent HTM projects

It’s exciting to see growing interest and participation in the AGI community.
 This is another brief post to share two examples. In this case, they both build on one approach to AGI, and that is HTM.

Constraints on intelligence

by Gideon Kowadlo and David Rawlinson

Introduction

This article contains some musings on the factors that limit the increase of intelligence as a species.

A Unifying View of Deep Networks and Hierarchical Temporal Memory

Browsing the NUPIC Theory mailing list, I came across a post by Fergal Byrne on the differences and similarities between Deep Learning and MPF/HTM. It’s a great background into some of the pros and cons of each.

Introduction

by David Rawlinson and Gideon Kowadlo

The Blog

This blog will be written by several people. Other contributors are welcome — send us an email to introduce yourself!