abner-lucas/perceptron_unit

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MIT License
Created about 3 years ago
Updated about 3 years ago

abner-lucas/perceptron_unit

abner-lucas

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tp-cruzi-db

Plataforma web com apresentação de dados genéticos sobre o genoma Trypanosoma Cruzi (protozoário causador da doença de Chagas em humanos) e funcionalidades como BLAST.

EEG-Preprocessing-MNE

Tool for preprocessing EEG data from BrainVision Recorder (.vhdr, .eeg, .vmrk) using MNE-Python.

Jupyter Notebook

multilayer_perceptron

Classificação no dataset Skin Segmentation com Redes Perceptron com 3 e 4 camadas.

Jupyter Notebook

tabu_search_cvrp

Jupyter Notebook

GPT-Telegram-Chatbot

Chatbot developed to provide relevant contextual information via Telegram, using a GPT model integrated with the LangChain framework.

MegaDetector-Animal-CameraTrap

Automated animal detection in camera trap images with MegaDetector and YOLOv5, including dependency installation, repository cloning, and batch image processing.

Jupyter Notebook

EEG_feature_extraction_and_classification

Extraction of features from EEG signals, collector in experiments with visual ERPs, with DWT and classification of individuals into control and gifted groups.

Jupyter Notebook

PSO-Random-Walk-Implementation

Implementations of optimization techniques using Particle Swarm Optimization (PSO) and Random Walk, including experiments for function minimization and target word search.

Jupyter Notebook

time_series_prediction_on_EEG_data

Time series prediction on EEG data from subjects in Control and Gifted groups with experiments in visual ERP's using MLP.

Jupyter Notebook