neural network

There are many convolutional neural network (CNN) architectures. Those architectures differ in how the layers are structured, the elements used in each layer, and how they are designed. This affects the speed and the accuracy of the model which will help to perform various tasks. The following are some of the common CNN architectures. The word "common" is referring to pre-trained weights which are fine-tuned by deep learning libraries such as Keras, TensorFlow, Fastai, and so on (Karim, 2019). AlexNet  This architecture…

TikTok is a video-sharing app that let users create and share short videos. It impresses users with its personalized "just for you” recommendations precisely. It is highly addictive and very popular among Gen Z. Behind it, it is powered by artificial intelligence technologies.  TikTok Architecture The architecture of the TikTok recommendation system includes three components: big data frameworks, machine learning, and microservices architecture. 1. Big data frameworks are the starting point of the system. It provides…

With the growing pace of development, researchers have been experimenting with various artificial intelligence technologies through devices and products. However, implementing artificial intelligence in electronic device requires customised hardware, which in turn result in high power consumption. It has been a challenge for researchers to solve issues related to high power consumption that limits the integration of AI and electronic devices. In a recent breakthrough, scientists at the Korea Advanced Institute of Science…