Applying a Parameterized Quantum Circuit to Anomaly Detection
In this study, a parameterized quantum circuit (PQC) is applied for anomaly detection, a crucial process to identify unusual patterns or outliers in data. PQC is a quantum circuit with trainable parameters linked to quantum gates, which are iteratively optimized by classical optimizers to ensure tha...
Saved in:
| Main Authors: | Jehn-Ruey Jiang, Jyun-Sian Li |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-04-01
|
| Series: | Engineering Proceedings |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2673-4591/92/1/3 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Analysis of Parameterized Quantum Circuits: On the Connection Between Expressibility and Types of Quantum Gates
by: Yu Liu, et al.
Published: (2025-01-01) -
Q-Gen: A Parameterized Quantum Circuit Generator
by: Yikai Mao, et al.
Published: (2025-01-01) -
Edge AI for Real-Time Anomaly Detection in Smart Homes
by: Manuel J. C. S. Reis, et al.
Published: (2025-04-01) -
Web Traffic Anomaly Detection Using Isolation Forest
by: Wilson Chua, et al.
Published: (2024-11-01) -
Anomaly Detection in IoMT Environment Based on Machine Learning: An Overview
by: Peyman Vafadoost Sabzevar, et al.
Published: (2024-12-01)