Demystifying Deep Learning Building Blocks

Demystifying Deep Learning Building Blocks

Building deep learning models proposed by third parties can become a simple task when specialized libraries are used. However, much mysterystill surrounds the design of newmodelsorthe modification of existing ones. These tasks require in-depth knowledge of the different components or building blocks...

保存先:

書誌詳細
第一著者:	Ochoa Domínguez, Humberto
その他の著者:	Cruz Sanchez, Vianey Guadalupe, Vergara Villegas, Osslan Osiris
フォーマット:	Artículo
言語:	en_US
出版事項:	2024
主題:	deep learning artificial neural networks convolutional neural layer artificial intelligence info:eu-repo/classification/cti/7
オンライン･アクセス:	https://doi.org/10.3390/math12020296 https://www.mdpi.com/2227-7390/12/2/296#:~:text=Demystifying%20Deep%20Learning%20Building%20Blocks%201%201.%20Introduction,3.%20Theoretical%20Foundations%20of%20Deep%20Learning%203.1.%20
タグ:	タグ追加タグなし, このレコードへの初めてのタグを付けませんか!

類似資料

Framework to Support Radiologist Personnel in the Diagnosis of Diseases in Medical Images Using Deep Learning and Personalized DICOM Tags
著者:: Sánchez Solís, Julia Patricia
出版事項: (2024)

Estimación en la Intención de Agarres: Cilíndrico, Esférico y Gancho Utilizando Redes Neuronales Profundas
著者:: Rascon Madrigal, Lidia Hortencia
出版事項: (2020)

Deep learning model for the identification of pathologies in medical images: 7CP24-35
著者:: Manuel Rodríguez Contreras, 等
出版事項: (2024)

Malaria Cell Image Classification Using Compact Deep Learning Architectures on Jetson TX2
出版事項: (2024)

Convolutional Neural Network in a Pseudo-Distributed Environment for Classification of Chest X-Ray Images of Patients with Pneumonia
著者:: Sánchez Solís, Julia Patricia
出版事項: (2020)

Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images
出版事項: (2023)

Inventory management for products with a sale single period and stochastic demand using Machine Learning models: 4CP22-16
著者:: Sergio Joaquín González Herrera, 等
出版事項: (2022)

Development of an adaptive filter for active noise cancellation: 9CP25-12
著者:: Sergio Alberto Rubio Madrigal, 等
出版事項: (2025)

Development of a natural language model for interpreting production data in the fuel injector manufacturing industry: 8CP24-1
著者:: Erick Alejandro Rodríguez Cruz, 等
出版事項: (2024)

Emotional Classification Method (ECW): A Methodology for Measuring Emotional Sustainability in a Work Environment Utilizing Artificial Intelligence
著者:: Roldan Castellanos, Abraham
出版事項: (2023)

Film cooling optimization on leading edge gas turbine blade using differential evolution
著者:: García Castrejón, Juan Carlos
出版事項: (2018)

Neural control and coordination of decentralized transportation robots
著者:: Martinez-Garcia, Edgar
出版事項: (2018)

Improving segmentation of liver tumors using deep learning
著者:: Mejia, Jose
出版事項: (2020)

Design of a Neural Super-Twisting Controller to Emulate a Flywheel Energy Storage System
出版事項: (2021)

Mexican traffic sign detection and classification using deep learning
出版事項: (2022)

Study of the Effect of Combining Activation Functions in a Convolutional Neural Network
著者:: Vergara Villegas, Osslan Osiris
出版事項: (2020)

Intelligent system for the visual support of caloric intake of food in inhabitants of a smart city using a deep learning model
著者:: Ochoa, Alberto
出版事項: (2020)

Detection of COVID-19 Lung Lesions in Computed Tomography Images Using Deep Learning
出版事項: (2022)

Optimization of laminated composite materials configuration using neural networks and simulated annealing
著者:: Julio César Galvis Chacón, 等
出版事項: (2024)

Detection of cardiac abnormalities using models based on biomedical signals: 9CP25-20
著者:: Iván Calzadillas Hernández, 等
出版事項: (2025)

Electromyography-Based Biomechanical Cybernetic Control of a Robotic Fish Avatar
著者:: Martinez-Garcia, Edgar
出版事項: (2024)

Design of an intelligent decision support system for the supply chain: 7CP24-15
著者:: Mtra. Stefani Sifuentes Domínguez, 等
出版事項: (2024)

A Brief Panorama of Artificial Intelligence in Mexico
著者:: Vergara Villegas, Osslan Osiris
出版事項: (2021)

Development of a wearable chest band device for simultaneous and non-invasive detection of electrocardiograms and phonocardiograms
著者:: Rafael Eliecer González Landaeta
出版事項: (2024)

Bioinspired Robotic Arm Planning by Tau-Jerk Theory and Recurrent Multilayered ANN
出版事項: (2021)

Blockchain Model Implementation to Select the Best Bid in an Industrial Supply Chain
出版事項: (2021)

Intellectual property and artificial intelligence: The “exquisite corpse”
著者:: Laura Elena Vidal Correa
出版事項: (2025)

Experience in the use of artificiali in higher education: The case of Tecnológico Nacional de México
著者:: Virginia Berenice Niebla Zataraín, 等
出版事項: (2025)

Microcredencial para estudiantes de física
著者:: Jorge A. López, 等
出版事項: (2024)

Intelligent System for Customizing Evaluation Activities Implemented in Virtual Learning Environments: Experiments and Results
出版事項: (2022)

Ethics and artificial intelligence in the Universal System of Human Rights
著者:: Raúl Ruiz Canizalez, 等
出版事項: (2024)

Secure framework for implementing distributed networked control systems with mobile observers using heterogeneous controllers
著者:: Padilla-Franco, Javitt Higmar Nahitt
出版事項: (2018)

Cognitive architecture: The key to aI-based digital transformation in organizations
著者:: Olmos Sanchez, Karla Miroslava
出版事項: (2018)

Deep learning-based endometrial cancer detection from Pipelle de Cornier biopsy images: 6CP23-7
著者:: Haydeé Itzel Lira Casas, 等
出版事項: (2023)

Application of the few-shot algorithm for estimating bird population sizes in Chihuahua and its ornithological implications: 7CP24-26
著者:: José Luis Acosta Román, 等
出版事項: (2024)

Artificial intelligence, the link between databases and the fight against corruption. Mexico case
著者:: Ana Josefina Bello Jiménez
出版事項: (2025)

Creation of a digital twin in an automotive manufacturing production line using FlexSim® for the improvement of productivity and quality metrics: 7CP24-29
著者:: Mario Alberto Durán Félix, 等
出版事項: (2024)

Control Variante en el Tiempo y Teoría Tau-Jerk para Generación de Trayectorias de Manipulador Redundante con Observador Visual Neuronal Recurrente Bicapa.
著者:: Carvajal Carlos, Iván
出版事項: (2022)

Metanalysis of the development of artificial intelligence and the internet of things: the transformation of work and life
著者:: Piña Monarrez, Manuel Román
出版事項: (2024)

Development of a natural language model for interpreting production data in the fuel injector manufacturing industry: 7CP24-6
著者:: Erick Alejandro Rodríguez Cruz, 等
出版事項: (2024)