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Models of Memory
Main Content
Getting started
Course Description
Annotated Course Schedule and Outline
Introduction
Hebbian learning and Hopfield networks
Free Recall, Short Term and Long Term Memory
The Search of Associative Memory (SAM) Model
Data Science Primer
Memory Timescales (Part I)
The Temporal Context Model (TCM)
Memory Timescales (Part II)
The Laplace Transform (and its Inverse)
The Laplace Temporal Context Model (Laplace-TCM)
Biologically Inspired Network Models
Deep Networks
Final Project Demo Reel
Example Project 1
Slides
Week 1
Assignments
Overview
Assignment 1: Hopfield Networks
Submission Template
Assignment 2: Search of Associative Memory (SAM) Model
Assignment 3: Context Maintenance and Retrieval (CMR)
Assignment 4: Laplace Temporal Context Model (Laplace TCM)
Final Project: Open-Ended Exploration of Memory Models
Repository
Open issue
.md
.pdf
Week 1
Contents
April 3, 2025:
Week 1
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April 3, 2025:
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Welcome and Overview
Introduction to Models
How to Read
Contents
April 3, 2025:
