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Tuesday, 25 February 2025
History and Evolution of Neural Networks
History and Evolution of Neural NetworksThe evolution of neural networks (NNs) spans over several decades, from early mathematical models to the deep learning revolution. Below is a timeline of key milestones in the development of neural networks.1. Early Foundations (1940s – 1960s)1943: McCulloch-Pitts NeuronWarren McCulloch and Walter Pitts introduced the first artificial neuron model.It was a...
Overview of Deep Learning vs. Traditional ML
While deep learning (DL) and traditional machine learning (ML) both fall under the umbrella of artificial intelligence (AI), there is a very big difference in the ability to extract features, complexity, performance and the amount of data required. Below is a comparative overview.1. Traditional Machine Learning What...
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