Neuromorphic Computing for Computer Scientists

1
	
Introduction
	
1
2
	
Quantum vs Dynex Neuromorphic Computing
	
3
3
	
Dynex: The Neuromorphic Cloud Computing Platform
	
15
4
	
Dynex SDK
	
18
5
	
Solving Problems with the Dynex SDK
	
23
6
	
Problem formulation
	
26
7
	
Model Classes
	
30
	
	
	
PART II: GETTING STARTED
	
8
	
Account Setup
	
34
9
	
Environment Setup & Installation
	
35
10
	
Testing the Setup
	
38
11
	
Hello, World!
	
40
	
	
	
PART III: PRACTICAL APPLICATIONS
	
12
	
Quantum Image Classification
	
43
13
	
4-Qubit Full Adder Circuit
	
52
14
	
Placement of Charging Stations
	
62
15
	
Quantum RNA Folding
	
70
16
	
Quantum Feature Selection
	
81
17
	
SciKit-Learn Plugin
	
91
18
	
Quantum-CFD
	
95
19
	
Quantum-SVM
	
99
20
	
Quantum-SISR
	
109
21
	
Quantum AI Security Auditing
	
116
22
	
Quantum Mode-Assisted AI Training
	
124
23
	
Quantum Prime Factorisation
	
137
25
	
Quantum Target Identification by Enzymes (TIE)
	
159
	
	
	
PART IV: DYNEX SDK REFERENCE
	
26
	
Dynex SDK Classes
	
168
27
	
Dynex SDK Methods
	
179
	
	
	
APPENDIX
	
189
	
GLOSSARY
	
228
	
ABOUT DYNEX
	
243