Stochastic computing correlation utilization in convolutional neural network basic functions

• Main Authors: Abdellatef, Hamdan, Hani, Mohamed Khalil, Husin, Nasir Shaikh, Ayat, Sayed Omid
• Format: Article
• Language: English
• Published: Universitas Ahmad Dahlan 2018
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/86396/1/HamdanAbdellatef2018_StochasticComputingCorrelationUtilizationinConvolutional.pdf; http://eprints.utm.my/id/eprint/86396/; http://dx.doi.org/10.12928/TELKOMNIKA.v16i6.8955

In recent years, many applications have been implemented in embedded systems and mobile Internet of Things (IoT) devices that typically have constrained resources, smaller power budget, and exhibit "smartness" or intelligence. To implement computation-intensive and resource-hungry Convolut...