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Delve into the intricate world of computational neuroscience with Spiking Neuron Models, a profound exploration by Werner M. Kistler and Wulfram Gerstner. This text serves as an essential resource for understanding the mathematical frameworks that underpin spiking neuron models, offering readers a comprehensive examination of their biological relevance and computational applications.
At the heart of this book lies a detailed analysis of how neurons communicate through spikes, a process that is crucial for grasping the complexities of neural networks. The authors adeptly navigate through various models, elucidating the mechanisms of neural encoding and the dynamics of network interactions. Through clear explanations and illustrative examples, readers are guided from fundamental concepts to advanced theories, making the subject accessible even to those new to the field.
This work is ideal for advanced undergraduate and graduate students in neuroscience, computational biology, and related fields, as well as researchers seeking to deepen their understanding of neural dynamics. Those interested in further expanding their knowledge may also explore other works by the authors, which delve into related topics in neural computation.
"Spiking Neuron Models is a cornerstone for anyone looking to explore the intersection of neuroscience and mathematics."
Format: Paperback / softback
Dimensions: × ×
Pages: 496
Publisher: Cambridge University Press
ISBN: 9780521890793
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