Neural networks from scratch

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Abstract

Artificial neural networks consist of distributed information processing units. In this chapter, we define the components of such networks. We will first introduce the elementary unit: the formal neuron proposed by McCulloch and Pitts. Further we will explain how such units can be assembled to design simple neural networks.

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Zemmari, A., & Benois-Pineau, J. (2020). Neural networks from scratch. In SpringerBriefs in Computer Science (pp. 13–20). Springer. https://doi.org/10.1007/978-3-030-34376-7_3

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