Hardware implementation of 1D-CNN architecture for ECG arrhythmia classification
Electrocardiography (ECG) has been used as a diagnostic tool for various heart diseases. It
is most effective in detecting myocardial infarction and fatal arrhythmias. This work proposes …
is most effective in detecting myocardial infarction and fatal arrhythmias. This work proposes …
FPGA Implementation of Neural Nets
BA Kumari, SP Kulkarni… - International Journal of …, 2023 - yadda.icm.edu.pl
The field programmable gate array (FPGA) is used to build an artificial neural network in
hardware. Architecture for a digital system is devised to execute a feed-forward multilayer …
hardware. Architecture for a digital system is devised to execute a feed-forward multilayer …
[图书][B] Efficient Hardware Implementation of Deep Learning Networks Based on the Convolutional Neural Network
A Ansari - 2023 - search.proquest.com
Image classification, speech processing, autonomous driving, and medical diagnosis have
made the adoption of Deep Neural Networks (DNN) mainstream. Many deep networks such …
made the adoption of Deep Neural Networks (DNN) mainstream. Many deep networks such …
Selective Binarization based Architecture Design Methodology for Resource-constrained Computation of Deep Neural Networks
RR Chandrapu, D Gyaneshwar… - … on Circuits and …, 2023 - ieeexplore.ieee.org
In this paper, we introduced a novel selective binarization based architecture design
methodology for the compute-intensive deep neural networks (DNNs) implementation on …
methodology for the compute-intensive deep neural networks (DNNs) implementation on …
Accelerating Deep Neural Network-Based Image Analysis Using Reconfigurable Architecture
This study explores the utilization of reconfigurable architectures, specifically field-
programmable gate arrays (FPGAs), for accelerating image classification tasks based on …
programmable gate arrays (FPGAs), for accelerating image classification tasks based on …
Video Analytics with FPGA based smart cameras for Object Recognition in the game of field hockey
M Praveena, VV Thyagarajan… - … on Networking and …, 2023 - ieeexplore.ieee.org
Video Analytics is an image processing method that takes video as input and extracts
information. It is the latest technology that analyzes and processes a digital video signal for …
information. It is the latest technology that analyzes and processes a digital video signal for …