A compact spectral model for convolutional neural network

• Main Authors: Ayat, Sayed Omid, Rizvi, Shahriyar Masud, Abdellatef, Hamdan, Ab. Rahman, Ab. Al-Hadi, Abdul Manan, Shahidatul Sadiah
• Format: Conference or Workshop Item
• Published: 2023
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/108277/; http://dx.doi.org/10.1007/978-3-031-18461-1_7
• Institution: Universiti Teknologi Malaysia

The convolutional neural network (CNN) has gained widespread adoption in computer vision (CV) applications in recent years. However, the high computational complexity of spatial (conventional) CNNs makes real-time deployment in CV applications difficult. Spectral representation (frequency domain) is...