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Focusing on spiking neural networks (SNN), this monograph explores their classical theory and applications while introducing brain-inspired AI (BI-AI). It delves into deep learning and knowledge representation, showcasing BI-AI systems through various cognitive data types, including EEG and fMRI, as well as applications in brain-computer interfaces and multisensory data modeling. The final chapter discusses future directions, including the integration of diverse modalities in information processing. This research-oriented text is aimed at postgraduate students and professionals in multiple disciplines.
Nákup knihy
Time-Space, Spiking Neural Networks and Brain-Inspired Artificial Intelligence, Nikola K. Kasabov
- Jazyk
- Rok vydania
- 2018
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- Titul
- Time-Space, Spiking Neural Networks and Brain-Inspired Artificial Intelligence
- Jazyk
- anglicky
- Autori
- Nikola K. Kasabov
- Vydavateľ
- Springer Berlin Heidelberg
- Vydavateľ
- 2018
- Väzba
- pevná
- Počet strán
- 772
- ISBN13
- 9783662577134
- Kategórie
- Príroda všeobecne
- Anotácia
- Focusing on spiking neural networks (SNN), this monograph explores their classical theory and applications while introducing brain-inspired AI (BI-AI). It delves into deep learning and knowledge representation, showcasing BI-AI systems through various cognitive data types, including EEG and fMRI, as well as applications in brain-computer interfaces and multisensory data modeling. The final chapter discusses future directions, including the integration of diverse modalities in information processing. This research-oriented text is aimed at postgraduate students and professionals in multiple disciplines.