Academic Journal
Memristor-Based FBM Circuit of Collaboration Among Multiple Brain Regions and Its Application in Rescue Robot.
| Τίτλος: | Memristor-Based FBM Circuit of Collaboration Among Multiple Brain Regions and Its Application in Rescue Robot. |
|---|---|
| Συγγραφείς: | Sun J, Li L, Wang Z, Wang Y |
| Πηγή: | IEEE transactions on cybernetics [IEEE Trans Cybern] 2026 Oct; Vol. 56 (10), pp. 5738-5748. |
| Τύπος έκδοσης: | Journal Article |
| Γλώσσα: | English |
| Στοιχεία περιοδικού: | Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101609393 Publication Model: Print Cited Medium: Internet ISSN: 2168-2275 (Electronic) Linking ISSN: 21682267 NLM ISO Abbreviation: IEEE Trans Cybern Subsets: MEDLINE |
| Imprint Name(s): | Original Publication: New York, NY : Institute of Electrical and Electronics Engineers, 2013- |
| Ιατρικοί όροι (MeSH): | Brain*/physiology , Robotics*/methods , Models, Neurological* , Neural Networks, Computer*, Decision Making/physiology ; Neuronal Plasticity/physiology ; Emotions/physiology ; Humans ; Computer Simulation ; Animals |
| Περίληψη: | Current memristive circuits for biological decision-making only consider single-dimensional stimulus feedback and synaptic weight regulation without considering the influence of multiple factors interacting. This article designs a biological multibrain collaborative Fogg's behavior model (FBM) neural network circuit based on memristors and considers the influence of emotions on decision-making. The circuit includes the thalamus, dorsolateral prefrontal cortex, ventral tegmental area, hippocampus, amygdala, striatum system, and anterior cingulate cortex module. The circuit adopts a brain-like partitioned modular design, which provides a structural basis for its functional implementation, and it also has the advantages of low power consumption and high integration. The circuit can accurately simulate neural synaptic plasticity and realize learning reinforcement, natural forgetting, and dynamic modulation of synaptic strength under emotional regulation. PSpice simulations show that the integration of more brain region coordination mechanisms exhibits adaptive decision-making characteristics that are closer to the biological brain. |
| Entry Date(s): | Date Created: 20260609 Date Completed: 20260916 Latest Revision: 20260924 |
| Update Code: | 20260925 |
| DOI: | 10.1109/TCYB.2026.3699736 |
| PMID: | 42262959 |
| Βάση Δεδομένων: | MEDLINE |
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