Index Terms

Contents

1 Introduction

2 Hyperdimensional Computing aka Vector Symbolic Architectures
2.1 Motivation and Basic Notions
2.2 Structure-Sensitive Distributed Representations
2.3 The HDC/VSA Models
2.4 Information Capacity of HVs

3 Data Transformation to HVs
3.1 Symbols and Sets
3.2 Numeric Scalars and Vectors
3.3 Sequences
3.42D Images
3.5 Graphs

4 Discussion
4.1 Connections Between HDC/VSA Models
4.2 Theoretical Foundations of HDC/VSA
4.3 Implementation of the HDC/VSA Models in Hardware

5 Conclusion