PULSAR DETECTION WITH DEEP LEARNING A REPORT
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Shared by Gary on Nov 1, 2025 • 01:19 AM UTC
NobleBlocks IDNB5985588A
Authors:
MANIDEEP PENDYALA
Abstract
The conventional approach in pulsar signal processing often involves sep- arate analysis of array data and images. However, recent advancements have primarily focused on applying modern image classification models solely on image plots, neglecting the integration of array data. In this study, we pro...
Subject
Highlights
-GAN-based model achieved higher accuracy (94%) compared to the base and enhanced CNN models.
-Lightweight architecture enabling real-time pulsar classification without overly complex models.
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