Keyphrases
1D Convolutional Neural Network
10%
Active Photonic Devices
12%
Active Switching
13%
Assignment Problem
10%
Bit Error Rate
24%
Brillouin Gain Spectrum
11%
Broadcast-and-select
16%
Carrier Interleaving
10%
Cognitive Management
10%
Coherent Optical
12%
Coherent Transceivers
10%
Core Network
19%
Coupler
16%
Deep Learning
10%
Deep Neural Network
12%
Detecting Anomalies
11%
Few-mode Fiber
25%
Fiber Link
11%
Filterless
51%
Filterless Networks
29%
Filterless Optical Networks
59%
Forecast Horizon
24%
Lightpath
90%
Long Short-term Memory
14%
Machine Learning
40%
Machine Learning Models
18%
Machine Learning Techniques
16%
Model Robustness
10%
Monitoring Management
10%
Multilayer Perceptron
13%
Network Applications
42%
Network Topology
16%
Optical Layer
17%
Optical Networking
22%
Optical Networks
47%
Performance Monitoring
14%
Performance Prediction
36%
Physical Layer
11%
QAM Signals
10%
Quality of Transmission
18%
Quality of Transmission Estimation
25%
Receiver Sensitivity
12%
Recurrent Neural Network
17%
Route Assignment
18%
Short-term Forecasting
15%
Silicon Photonics
15%
Spectral Efficiency
11%
Spectrum Assignment
11%
Supervised Learning
12%
Vector Mode
20%
Computer Science
Add-Drop-Multiplexer
7%
Aggregation Network
6%
Assignment Problem
10%
Bit Field
20%
Centralized Control
7%
Classification Accuracy
12%
Coherent Transceivers
13%
Convolutional Neural Network
17%
Deep Learning Method
10%
Deep Neural Network
17%
Detecting Anomaly
12%
Energy Efficient
10%
Estimation Performance
5%
Failure Detection
6%
Fiber Optic Networks
100%
Gated Recurrent Unit
5%
Learning System
37%
lightpath
87%
Linear Program
6%
Long Short-Term Memory Network
16%
Machine Learning
37%
Machine Learning Approach
10%
Machine Learning Model
25%
Machine Learning Technique
11%
Multilayer Perceptron
15%
Network Architecture
24%
Network Operator
9%
Network Topology
16%
Neural Network
8%
Neural Network Model
6%
Observation Window
5%
Optical Communication
5%
Optical Networking
13%
Optical Signal
10%
Performance Degradation
8%
Performance Evaluation
6%
Performance Monitoring
11%
Random Decision Forest
6%
Recurrent Neural Network
10%
Signal-to-Noise Ratio
11%
Spectrum Consumption
5%
Submarine Network
6%
Supervised Learning
12%
Support Vector Machine
8%
Switching Circuit
6%
Tabu Search
7%
Telecommunication
6%
Transfer Learning
7%
Wavelength Assignment
10%
Wide Area Network
12%
Engineering
Bit Error Rate
15%
Bit Rate
5%
Broad Band
5%
Coherent System
5%
Control Plane
5%
Conventional Network
7%
Convolutional Neural Network
12%
Core Fibre
5%
Core Network
15%
Deep Learning Method
14%
Deep Neural Network
10%
Detector Array
7%
Direct Detection
15%
Fiber Coupler
5%
Fiber Grating
12%
Fiber Link
6%
Fiber Optic Networks
64%
Field Data
7%
Invariant System
6%
Learning System
8%
Linear Time Invariant
6%
Long Short-Term Memory
12%
Lstm
12%
Metro
5%
Mode Fiber
15%
Multicore Fiber
5%
Multiplexer
12%
Network Model
6%
Network Topology
11%
Nodes
18%
Observation Window
5%
Optical Spectral Efficiency
5%
Ordinary differential equations
10%
Orthogonal Carrier
10%
Perceptron
12%
Performance Prediction
16%
Photonics
17%
Quadrature Phase Shift Keying
11%
Rate Data
15%
Receiver Sensitivity
11%
Recurrent Neural Network
14%
Silicon Photonics
15%
Simulation Result
5%
Solution Network
6%
Spectral Range
10%
Spectrum Usage
6%
Term Forecast
10%
Term Performance
7%
Transceiver
14%
Waveguide
6%
