<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Implementation of a Convolutional Neural Network Into an Embedded Device for Polyps Detection"^^ . "The increasing rates of colorectal cancer and associated mortality have attracted interest in the use of computer-aided diagnosis tools based on artificial intelligence (AI) for the detection of polyps at an early stage. Most AI models are implemented on software platforms; however, due to the demands of embedded devices, hardware implementations have to fulfill the demands of real-time applications with better accuracy and low-power consumption. In this letter, we propose an optimized four-layer network that can be implanted into an embedded device and determine the feasibility of implanting our convolutional neural network (CNN) into a microprocessor. The essential functions of the CNN (i.e., padding, convolution, ReLU, max-pooling, fully connected, and softmax layers) are implemented in the microprocessor. The proposed method achieves efficient classification with high performance and takes only 2.5488 mW at a working frequency of 8 MHz. We conclude this letter with a discussion of the results and future direction of research. © 2009-2012 IEEE."^^ . "2024" . . "16" . "1" . . "Institute of Electrical and Electronics Engineers Inc."^^ . . . "IEEE Embedded Systems Letters"^^ . . . "19430663" . . . . . . . . . . . . . . . . "C.-K."^^ . "Lu"^^ . "C.-K. Lu"^^ . . "C.-H."^^ . "Lin"^^ . "C.-H. Lin"^^ . . "W.S."^^ . "Liew"^^ . "W.S. Liew"^^ . . "T.B."^^ . "Tang"^^ . "T.B. Tang"^^ . . . . . "HTML Summary of #19887 \n\nImplementation of a Convolutional Neural Network Into an Embedded Device for Polyps Detection\n\n" . "text/html" . .