Models of Neurons and Perceptrons: Selected Problems and Challenges

• Main Author: Bielecki, Andrzej (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Studies in Computational Intelligence, 770
• Subjects: Computational intelligence.; Artificial intelligence.; Neural networks (Computer science) .; Computational complexity.; Neurobiology.; Computational Intelligence.; Artificial Intelligence.; Mathematical Models of Cognitive Processes and Neural Networks.; Complexity.

This book describes models of the neuron and multilayer neural structures, with a particular focus on mathematical models. It also discusses electronic circuits used as models of the neuron and the synapse, and analyses the relations between the circuits and mathematical models in detail. The first...