Artificial Neural Networks

The Artificial Neural Network (ANN), or simply neural network, is a machine learning method evolved from the idea of simulating the human brain. The data explosion in trendy drug discovery analysis needs sophisticated analysis strategies to uncover the hidden causal relationships between single or multiple responses and a large set of properties. The ANN is one of many versatile tools to meet the demand in drug discovery modelling. Compared to a traditional regression approach, the ANN is capable of modelling complex nonlinear relationships. The ANN also has glorious fault tolerance and is quick and extremely scalable with parallel processing.

 

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