
5 months, 2 weeks ago
Synapses and Weights: Unveiling the Mysteries of Artificial Neural Networks
The HinduThe article explores the functioning of artificial neural networks and the development of deep learning models. It introduces the terms 'synapses' and 'weights' to describe the strength of connections between nodes in biological and artificial neural networks respectively. The article also mentions the Restricted Boltzmann machine, a model that inspired the development of deep learning, and introduces the term 'attractors' to describe the end states of the network. The article also discusses the challenges of predicting all possible protein folding pathways and the significance of sequence alignment in protein analysis.
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