wyszukanych pozycji: 4
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Complex-Valued Neural Networks with Multi-Valued Neurons
ISBN: 9783642203527 / Angielski / Twarda / 2011 / 262 str. Termin realizacji zamówienia: ok. 16-18 dni roboczych. Complex-Valued Neural Networks have higher functionality, learn faster and generalize better than their real-valued counterparts. This book is devoted to the Multi-Valued Neuron (MVN) and MVN-based neural networks. It contains a comprehensive observation of MVN theory, its learning, and applications. MVN is a complex-valued neuron whose inputs and output are located on the unit circle. Its activation function is a function only of argument (phase) of the weighted sum. MVN derivative-free learning is based on the error-correction rule. A single MVN can learn those input/output mappings that...
Complex-Valued Neural Networks have higher functionality, learn faster and generalize better than their real-valued counterparts. This book is devoted...
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cena:
606,65 |
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Multi-Valued and Universal Binary Neurons: Theory, Learning and Applications
ISBN: 9780792378242 / Angielski / Twarda / 2000 / 276 str. Termin realizacji zamówienia: ok. 16-18 dni roboczych. Multi-Valued and Universal Binary Neurons deals with two new types of neurons: multi-valued neurons and universal binary neurons. These neurons are based on complex number arithmetic and are hence much more powerful than the typical neurons used in artificial neural networks. Therefore, networks with such neurons exhibit a broad functionality. They can not only realise threshold input/output maps but can also implement any arbitrary Boolean function. Two learning methods are presented whereby these networks can be trained easily. The broad applicability of these networks is proven by...
Multi-Valued and Universal Binary Neurons deals with two new types of neurons: multi-valued neurons and universal binary neurons. These neuro...
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cena:
606,65 |
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Multi-Valued and Universal Binary Neurons: Theory, Learning and Applications
ISBN: 9781441949783 / Angielski / Miękka / 2010 / 276 str. Termin realizacji zamówienia: ok. 16-18 dni roboczych. Multi-Valued and Universal Binary Neurons deals with two new types of neurons: multi-valued neurons and universal binary neurons. These neurons are based on complex number arithmetic and are hence much more powerful than the typical neurons used in artificial neural networks. Therefore, networks with such neurons exhibit a broad functionality. They can not only realise threshold input/output maps but can also implement any arbitrary Boolean function. Two learning methods are presented whereby these networks can be trained easily. The broad applicability of these networks is proven by...
Multi-Valued and Universal Binary Neurons deals with two new types of neurons: multi-valued neurons and universal binary neurons. These neuro...
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cena:
606,65 |
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Complex-Valued Neural Networks with Multi-Valued Neurons
ISBN: 9783662506318 / Angielski / Miękka / 2016 / 262 str. Termin realizacji zamówienia: ok. 16-18 dni roboczych. Complex-valued neural networks have higher functionality, learn faster and generalize better than their real-valued counterparts. This book on the multi-valued neuron (MVN) and MVN-based neural networks covers MVN theory, learning, and applications.
Complex-valued neural networks have higher functionality, learn faster and generalize better than their real-valued counterparts. This book on the mul...
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cena:
606,65 |