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Neural Network based Decoders for the Surface Code
Savvas Varsamopoulos
Research output
:
Thesis
›
Dissertation (TU Delft)
623
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Overview
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Dive into the research topics of 'Neural Network based Decoders for the Surface Code'. Together they form a unique fingerprint.
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Engineering
Surface
100%
Codes
100%
Decoding Performance
83%
Execution Time
75%
Qubit
66%
Module
58%
Quantum Error
50%
Error
41%
Error Correction
41%
Design
33%
Models
25%
Performance
16%
Decoding
16%
Quantum Computation
16%
Quantum System
16%
Tasks
16%
Application
8%
Large Number
8%
Small Region
8%
Functionality
8%
Maps
8%
Active Storage
8%
Field Programmable Gate Arrays
8%
Storage
8%
High Speed
8%
Quantum Operation
8%
Development
8%
Network Parameter
8%
Output Data
8%
Loss
8%
Application Specific Integrated Circuit
8%
Quantum Error Correction Code
8%
Input Data
8%
Cycles
8%
Error Distance
8%
Design Choice
8%
INIS
surfaces
100%
neural networks
100%
errors
76%
performance
70%
qubits
47%
corrections
47%
distance
35%
design
29%
comparative evaluations
17%
data
17%
sampling
17%
increasing
11%
applications
11%
quantum systems
11%
speed
11%
storage
11%
quantum computers
11%
size
11%
operation
5%
budgets
5%
units
5%
quantum information
5%
maps
5%
tracks
5%
simulation
5%
noise
5%
calculation methods
5%
losses
5%
construction
5%
output
5%
resources
5%
schedules
5%
computer codes
5%
investigations
5%
integrated circuits
5%
configuration
5%
solutions
5%
balances
5%
Computer Science
Neural Network
100%
Decoding Performance
58%
Execution Time
52%
Design
29%
Error Correction
29%
Physical Qubits
23%
Model
11%
Hardware
11%
Quantum Computing
11%
Sampling Model
5%
Computation
5%
Software
5%
Application Specific Integrated Circuit
5%
Network Functionality
5%
Quantum Operation
5%
Hardware Resource
5%
Application
5%
Error Correcting Codes
5%
Network Parameter
5%
Error Correction Code
5%
Error Distance
5%
Field Programmable Gate Arrays
5%
Development Framework
5%
Decoding Process
5%
Keyphrases
Model-based Sampling
4%
Multiple Neural Networks
4%
Decoder Design
4%
Training Base
4%
Small Tasks
4%