Hardware modeling development of a convolutional neural network with K-means-clustered weights in rapid prototyping systems: Advances and limitations

• Main Author: Yap, Roderick Y.
• Format: text
• Language: English
• Published: Animo Repository 2019
• Subjects: Neural networks (Computer science); Field programmable gate arrays; Electrical and Computer Engineering
• Online Access: https://animorepository.dlsu.edu.ph/etd_doctoral/1459; https://animorepository.dlsu.edu.ph/context/etd_doctoral/article/2514/viewcontent/Yap__Roderick_Y._disertation_2.pdf
• Institution: De La Salle University

Neural networks and clustering are two of the many machine learning algorithms used for artificial intelligence. The conventional neural network is made up of numerous fully connected layers of neutrons. On the other hand, Convolutional Neural Networks (CNN) have become a better alternative to the c...