Dual Driven Approaches for General Purposed Brain Inspired Computing
Modern Von Neumann-based computers are increasingly inadequate to meet current computational demands. Braininspired computing (BIC) offers a promising alternative, aiming to emulate the efficiency, adaptability, and learning capabilities of the human brain. Despite significant progress, a unified technological solution for BIC has yet to emerge. This talk reviews recent BIC advancements, covering theories, chips, software, and systems. Key challenges and potential solutions for robust BIC systems and the development of general purposed BIC are also examined.
Authors
- Luping Shi (ORCID: https://orcid.org/0000-0002-9829-2202)
- Y.B. Cong (ORCID: https://orcid.org/0000-0002-4862-8820)
- Wei Zhang (ORCID: https://orcid.org/0000-0002-6450-5724)
Institutions
- Shanghai Center for Brain Science and Brain-Inspired Technology (CN)
Publication Details
- Published
- 2025-03-09
- DOI
- https://doi.org/10.1109/edtm61175.2025.11040664
- Primary Topic
- Advanced Memory and Neural Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00