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Filtering by: Subject artificial neural networks

Thesis

Supervised Learning for Sequence Prediction Using Keras Sequential Models

Johnson, Keith

This study presents an introduction to the core concepts of machine learning techniques and deep learning algorithms, with an emphasis on artificial neural networks. Furthermore, implementation of Long Short-Term Memory Networks for addressing sequenc . . .
Thesis

Supervised Learning for Sequence Prediction Using Keras Sequential Models

Johnson, Keith

This study presents an introduction to the core concepts of machine learning techniques and deep learning algorithms, with an emphasis on artificial neural networks. Furthermore, implementation of Long Short-Term Memory Networks for addressing sequenc . . .
Thesis

Implementation of Convolutional Neural Networks in FPGA for Image Classification

Espinosa, Mark

Machine Learning and Deep Learning its sub discipline are gaining popularity quickly. Machine Learning algorithms have been successfully deployed in a variety of applications such as Natural Language Processing, Optical Character Recognition, and Spee . . .
Postprint

Contextual learning in the Neurosolver

Bieszczad, Andrzej

In this paper, we introduce an enhancement to the Neurosolver, a neuromorphic planner and a problem solving system. The enhanced architecture enables contextual learning. The Neurosolver was designed and tested on severalproblem solving and planning t . . .