Role of spontaneous activity in memory function
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- Koshkin Roman
- Principal Investigator
- 沖縄科学技術大学院大学
About this project
- Japan Grant Number
- JP23KJ2131
- Funding Program
- Grants-in-Aid for Scientific Research
- Funding organization
- Japan Society for the Promotion of Science
- Project/Area Number
- 23KJ2131
- Research Category
- Grant-in-Aid for JSPS Fellows
- Allocation Type
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- Multi-year Fund
- Review Section / Research Field
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- Basic Section 61040:Soft computing-related
- Research Institution
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- Okinawa Institute of Science and Technology Graduate University
- Project Period (FY)
- 2023-04-25 〜 2025-03-31
- Project Status
- Granted
- Budget Amount*help
- 1,800,000 Yen (Direct Cost: 1,800,000 Yen Indirect Cost: 0 Yen)
Research Abstract
I aim to study spontaneous activity in a biologically realistic memory model (SNN), focusing on the role of cell assemblies for encoding of sequential information (e.g. spatial trajectories), using only a limited number of samples. I will also explore if and how spontaneous activity can serve as a natural mechanism to counter catastrophic forgetting (loss learned information on exposure to new stimuli). I seek to demonstrate that a recurrent network using biologically plausible local learning rules can create durable memory traces, which could have practical applications for the future of AI.
Details 詳細情報について
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- CRID
- 1040577431243576704
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- Text Lang
- ja
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- Data Source
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- KAKEN