{"version":"1","article":{"id":"uottawa-post-cmos-neuromorphic-hardware-review-2026","slug":"uottawa-post-cmos-neuromorphic-hardware-review-2026","language":"en","url":"https://haberpaper.com/en/news/uottawa-post-cmos-neuromorphic-hardware-review-2026","api_url":"https://haberpaper.com/api/v1/articles/uottawa-post-cmos-neuromorphic-hardware-review-2026?lang=en","title":"University of Ottawa review maps brain-inspired post-CMOS hardware","summary":"Researchers from Ottawa, Columbia and Hanyang reviewed post-CMOS materials and device approaches for artificial neurons; the work is a literature review, not a new chip prototype.","category":"business","region":"world","topics":["ai","semiconductors"],"published_at":"2026-10-22T05:34:35+03:00","modified_at":"2026-10-23T00:29:14+03:00","publication_basis":"publication-record","event_period":"2026-10-21","event_period_basis":"event-or-reference-period","sources":[{"name":"University of Ottawa","url":"https://www.uottawa.ca/research-innovation/news-all/building-brain-inspired-semiconductor-chips-smarter-greener-data-centres","publishedAt":"2026-10-21","checkedAt":"2026-10-23"}],"translations":[{"language":"tr","url":"https://haberpaper.com/tr/news/uottawa-post-cmos-neuromorphic-hardware-review-2026","api_url":"https://haberpaper.com/api/v1/articles/uottawa-post-cmos-neuromorphic-hardware-review-2026?lang=tr"},{"language":"en","url":"https://haberpaper.com/en/news/uottawa-post-cmos-neuromorphic-hardware-review-2026","api_url":"https://haberpaper.com/api/v1/articles/uottawa-post-cmos-neuromorphic-hardware-review-2026?lang=en"},{"language":"ar","url":"https://haberpaper.com/ar/news/uottawa-post-cmos-neuromorphic-hardware-review-2026","api_url":"https://haberpaper.com/api/v1/articles/uottawa-post-cmos-neuromorphic-hardware-review-2026?lang=ar"},{"language":"fr","url":"https://haberpaper.com/fr/news/uottawa-post-cmos-neuromorphic-hardware-review-2026","api_url":"https://haberpaper.com/api/v1/articles/uottawa-post-cmos-neuromorphic-hardware-review-2026?lang=fr"},{"language":"es","url":"https://haberpaper.com/es/news/uottawa-post-cmos-neuromorphic-hardware-review-2026","api_url":"https://haberpaper.com/api/v1/articles/uottawa-post-cmos-neuromorphic-hardware-review-2026?lang=es"}],"data_types":[],"relationships":{"entities":[{"id":"university-of-ottawa","type":"organization","name":"University of Ottawa","name_language":"en","collection_url":"https://haberpaper.com/en/entity/organization:university-of-ottawa","evidence":{"source_url":"https://www.uottawa.ca/research-innovation/news-all/building-brain-inspired-semiconductor-chips-smarter-greener-data-centres","text":"University of Ottawa review maps brain-inspired post-CMOS hardware","language":"en"}},{"id":"columbia-university","type":"organization","name":"Columbia","name_language":"en","collection_url":"https://haberpaper.com/en/entity/organization:columbia-university","evidence":{"source_url":"https://www.uottawa.ca/research-innovation/news-all/building-brain-inspired-semiconductor-chips-smarter-greener-data-centres","text":"Researchers from Ottawa, Columbia and Hanyang reviewed post-CMOS materials and device approaches for artificial neurons; the work is a literature review, not a new chip prototype.","language":"en"}},{"id":"hanyang-university","type":"organization","name":"Hanyang","name_language":"en","collection_url":"https://haberpaper.com/en/entity/organization:hanyang-university","evidence":{"source_url":"https://www.uottawa.ca/research-innovation/news-all/building-brain-inspired-semiconductor-chips-smarter-greener-data-centres","text":"Researchers from Ottawa, Columbia and Hanyang reviewed post-CMOS materials and device approaches for artificial neurons; the work is a literature review, not a new chip prototype.","language":"en"}}],"event":null,"contextual_links":[],"timeline":[{"id":"uottawa-post-cmos-neuromorphic-hardware-review-2026","url":"https://haberpaper.com/en/news/uottawa-post-cmos-neuromorphic-hardware-review-2026","language":"en","title":"University of Ottawa review maps brain-inspired post-CMOS hardware","event_period":"2026-10-21","event_period_basis":"event","published_at":"2026-10-22T05:34:35+03:00","relationship_basis":"entity"}]},"data":null,"data_compilations":[],"data_downloads":[],"content":{"paragraphs":["The University of Ottawa on October 21 announced a systematic review on neuromorphic hardware by its researchers and co-authors at Columbia and Hanyang universities. The paper surveys emerging electronic materials, device physics, circuit design and system integration for hardware that could function as artificial neurons. The university says the aim is to bring scattered research findings into a roadmap for teams seeking to build scalable, brain-inspired computing systems.","The review identifies data movement between processors and memory—the so-called memory wall—as one source of energy use and delay in conventional computing. The university says such hardware could help reduce energy demand from AI data centres and support low-power wearable devices, but its announcement does not report a newly fabricated device or measured energy savings. The review appeared in Advanced Functional Materials; October 21, 2026 is the date of the university news release."],"key_points":[],"sections":[]},"text":"Researchers from Ottawa, Columbia and Hanyang reviewed post-CMOS materials and device approaches for artificial neurons; the work is a literature review, not a new chip prototype.\n\nThe University of Ottawa on October 21 announced a systematic review on neuromorphic hardware by its researchers and co-authors at Columbia and Hanyang universities. The paper surveys emerging electronic materials, device physics, circuit design and system integration for hardware that could function as artificial neurons. The university says the aim is to bring scattered research findings into a roadmap for teams seeking to build scalable, brain-inspired computing systems.\n\nThe review identifies data movement between processors and memory—the so-called memory wall—as one source of energy use and delay in conventional computing. The university says such hardware could help reduce energy demand from AI data centres and support low-power wearable devices, but its announcement does not report a newly fabricated device or measured energy savings. The review appeared in Advanced Functional Materials; October 21, 2026 is the date of the university news release.\n\nClarified the French version’s potential low-power application as wearable devices, in line with the source.","corrections":[{"at":"2026-10-23T00:29:14+03:00","language":"en","text":"Clarified the French version’s potential low-power application as wearable devices, in line with the source."}],"editorial_illustration":{"kind":"symbolic-editorial-illustration","documentary":false,"scope":"section","asset_id":"business","url":"https://haberpaper.com/assets/illustrations/business-1536.webp","width":1536,"height":1024,"alt":"Symbolic industrial workshop with machinery, a warehouse and a crane.","language":"en"},"section_illustration":{"kind":"symbolic-editorial-illustration","documentary":false,"scope":"section","asset_id":"business","url":"https://haberpaper.com/assets/illustrations/business-1536.webp","width":1536,"height":1024,"alt":"Symbolic industrial workshop with machinery, a warehouse and a crane.","language":"en"}}}