Decoding Artificial Intelligence: A Tutorial on Neural Networks in Behavioral Research

Decoding Artificial Intelligence: A Tutorial on Neural Networks in Behavioral Research

- Simplifying Complex Concepts: This tutorial helps to demystify ANNs by breaking down the backpropagation algorithm into manageable steps. Readers will gain hands-on experience in Python, empowering them to confidently replicate analyses for regression and classification tasks without feeling overw...

Full description

Saved in:

Bibliographic Details
Main Authors:	Javier Martínez-García, Juan José Montaño, Rafael Jiménez, Elena Gervilla, Berta Cajal, Antonio Núñez, Federico Leguizamo, Albert Sesé
Format:	Article
Language:	English
Published:	Colegio Oficial de Psicólogos de Madrid 2025-07-01
Series:	Clínica y Salud. Investigación Empírica en Psicología
Subjects:	artificial intelligence artificial neural networks multilayer perceptron backpropagation algorithm python behavioral and health sciences
Online Access:	https://journals.copmadrid.org/clysa/art/clh2025a13
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CFD investigation and ANN prediction of heat transfer coefficient for fully developed turbulent air flow around double V-baffle turbulators
by: Abdulaziz Alasiri, et al.
Published: (2025-07-01)

An Analytical Mathematical Study of Artificial Neural Network Algorithms in the Suitability of a Model for Medical Diagnosis
by: Omar Qasim, et al.
Published: (2013-03-01)

Utilização de redes neurais artificiais para avaliação de produtividade do solo, visando classificação de terras para irrigação Use of artificial neural networks for evaluation of apparent fertility and classification of land for irrigation
by: Luciana C. Bucene, et al.
Published: (2004-12-01)

Methods for Constructing Artificial Neural Networks for Data Classification
by: L. V. Serebryanaya
Published: (2022-06-01)

Artificial neural network model for predicting water inflow into a reservoir
by: A. N. Shilin, et al.
Published: (2024-10-01)

DIAGNOSIS AND PREDICTION OF CHOLECYSTITIS DEVELOPMENT ON THE BASIS OF NEURAL NETWORK ANALYSIS OF RISK FACTORS
by: V. A. Lazarenko, et al.
Published: (2017-12-01)

Countermeasuring Anti-Ship Missiles for Surface Naval Platforms: A Machine Learning Approach With Explainable Artificial Intelligence
by: Murat Ertop, et al.
Published: (2025-01-01)

A hybrid model combining environmental analysis and machine learning for predicting AI education quality
by: Xinyu Ren
Published: (2025-04-01)

Ambulance Siren Detection using Artificial Intelligence in Urban Scenarios
by: Muhammad Usaid, et al.
Published: (2022-06-01)

Developing a model using neural networks to predict wheat production in the Kirkuk governorate
by: Yousif Hilal, et al.
Published: (2023-12-01)

Artificial Neural Network Approaches for Predicting the Heat Transfer in a Mini-Channel Heatsink with Alumina/Water Nanofluid
by: Mohammad Mahdi Tafarroj, et al.
Published: (2024-06-01)

Investigation of Different Components of Steel Metal Utilizing Artificial Intelligence
by: Zainab L. H, et al.
Published: (2022-12-01)

Data Mining of 24-Hour Cumulative Precipitation Data in Iran Using Machine Learning: Multilayer Perceptron Neural Network and Decision Tree
by: mozaffar faraji, et al.
Published: (2025-06-01)

Efficiency of Artificial Neural Networks (Percepton Network) in the Diagnosis of Thyroid Diseases
by: Suher Dawood, et al.
Published: (2006-07-01)

Comparative Analysis of Gradient Descent Learning Algorithms in Artificial Neural Networks for Forecasting Indonesian Rice Prices
by: Rica Ramadana, et al.
Published: (2024-08-01)

APPLICATION OF NEURAL NETWORKS IN ARTIFICIAL INTELLIGENCE TASKS
by: V. F. Antonov, et al.
Published: (2022-08-01)

ANN prediction of the CO2 solubility in water and brine under reservoir conditions
by: Shuo Yang, et al.
Published: (2025-03-01)

Machine Learning Prediction of a Battery’s Thermal-Related Health Factor in a Battery Electric Vehicle Using Real-World Driving Data
by: Natthida Sukkam, et al.
Published: (2024-09-01)

Modélisation pluie-débit en région tropicale humide : application des réseaux de neurones sur quatre stations hydrométriques du Bandama Blanc (Bada, Marabadiassa, Tortiya et Bou) situées au Nord de la Côte d'Ivoire. Thèse de l'Université de Cocody (Côte d'Ivoire), 2007, 219 p.
by: Yao Blaise Koffi
Published: (2009-12-01)

INFLATION FORECASTS IN AMBON USING NEURAL NETWORK APPLICATIONS BACKPROPAGATION
by: Mozart W Talakua, et al.
Published: (2022-06-01)

Integration Method with Backpropagation
by: Nidhal AL-Assady, et al.
Published: (2005-06-01)

Experience of neuronet diagnosis and prediction of peptic ulcer disease by results of risk factors’ analysis
by: V. A. Lazarenko, et al.
Published: (2018-09-01)

Direction of arrival estimation in passive radar based on deep neural network
by: Xiaoyong Lyu, et al.
Published: (2021-12-01)

Neural network models for whisper to normal speech conversion
by: Cézar Yamamura, et al.
Published: (2025-03-01)

Profiling Intangible Cultural Heritage Visitors through Multilayer Perceptron’s model
by: Lucía Castaño-Prieto, et al.
Published: (2025-01-01)

Predicting the compressive strength of rubberized concrete incorporating brick powder based on MLP and RBF neural networks
by: David Sinkhonde, et al.
Published: (2025-04-01)

Improving neural network training using dynamic learning rate schedule for PINNs and image classification
by: Veerababu Dharanalakota, et al.
Published: (2025-09-01)

Crack Detection of Concrete Surfaces with A Combination of Feature Extraction and Image-Based Backpropagation Artificial Neural Networks
by: Erfan Wahyudi, et al.
Published: (2024-12-01)

Neural network forecasting of energy generation by solar panels
by: S. M. Stepanov, et al.
Published: (2019-06-01)

Fast Backpropagation Neural Network for VQ-Image Compression
by: Basil Mahmood, et al.
Published: (2004-05-01)

FPGA Implementation of Multilayer Perceptron for Real-Time Detection of Power Quality Disturbances for Electric Vehicle Charger
by: Luis-Fernando Gaona-Cárdenas, et al.
Published: (2025-02-01)

Evaluation of Subsidence Phenomenon by Multilayer Perceptron Artificial Neural Network (Case Study: Dehgolan Plain, Kurdistan Province, Iran)
by: Seyed Mohammad Hosseini, et al.
Published: (2025-01-01)

Investigation of Analog Memristor Characteristics for Hardware Synaptic Weight in Multilayer Neural Network
by: Jingon Jang, et al.
Published: (2025-03-01)

Hamming Distance-Based Intuitionistic Fuzzy Artificial Neural Network with Novel Back Propagation Method
by: John Robinson Peter Dawson, et al.
Published: (2025-06-01)

Boosting Malware Detection with AlexNet and Optimized Neural Networks Using the Grasshopper Algorithm
by: Mohammed Aswad
Published: (2025-06-01)

Integrating artificial Intelligence-Based metaheuristic optimization with Machine learning to enhance Nanomaterial-Containing latent heat thermal energy storage systems
by: Ali Basem, et al.
Published: (2025-01-01)

Decentralized Detection and Mitigation of False Data Injection Attacks in DC Microgrids Using Artificial Neural Network
by: Omid Danaei Koik, et al.
Published: (2025-01-01)

Principles of Constructing Layered Neural Networks Based on Pulse Neurons
by: O. A. Dunaeva
Published: (2011-06-01)

A New Hybrid Grasshopper Optimization - Backpropagation for Feedforward Neural Network Training
by: Samer Alsammarraie, et al.
Published: (2023-02-01)

Enhancing neural network classification using fractional-order activation functions
by: Meshach Kumar, et al.
Published: (2024-01-01)