From memory to processing : a reaction-diffusion approach to neuromorphic computing
| العنوان: | From memory to processing : a reaction-diffusion approach to neuromorphic computing |
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| المؤلفون: | Carnaghi, Matthew |
| تفاصيل مُضافة: | NC Digital Online Collection of Knowledge and Scholarship (NCDOCKS). |
| وصف مادي: | 1 online resource (vii, 63 pages) : illustrations, digital. |
| Supplemental Data: | Title from PDF title page (viewed Feb.24, 2022). |
| مستخلص: | "The goal of this research is to bridge the gap between the physiological brain and mathematically based neuromorphic computing models. As such, the reaction-diffusion method was chosen as it can naturally exhibit properties like propagation of excitation that are seen in the brain, but not current neuromorphic computing models. A reaction-diffusion memory unit was created to demonstrate the key memory functions of sensitization, habituation, and dishabituation, while a reaction-diffusion brain module was established to perform the specific processing task of single-digit binary addition. The results from both approaches were consistent with existing literature detailing physiological memory and processing in the human brain."--Abstract from author supplied metadata. |
| الموضوعات: | Neural networks (Computer science), Brain Mathematical models., Reaction-diffusion equations., Neural Networks, Computer, Réseaux neuronaux (Informatique), Équations de réaction-diffusion., Brain Mathematical models., Neural networks (Computer science), Reaction-diffusion equations. |
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| ملاحظة: | Directed by Joseph M Starobin ; submitted to the Joint School of Nanoscience and Nanoengineering. Available online via NCDOCKS. Includes bibliographical references. |
| أرقام أخرى: | NGU oai:libres.uncg.edu/37036 1299236292 |
| المصدر المساهم: | From OAIster®, provided by the OCLC Cooperative. |
| رقم الأكسشن: | edsoai.on1299236292 |
| قاعدة البيانات: | OAIster |
| الوصف غير متاح. |