ArticleNature communications2017
Habituation based synaptic plasticity and organismic learning in a quantum perovskite.
Article in Nature communications, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed.
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- Chemical and sensory characterization of the apple-like aroma in 'Fenza 1' banana unveiled by sensory-directed analysis and molecular modeling.Food chemistry: X · 2026Article
- A scalable molten-salt epitaxy of analog-compatible correlated perovskites at micrometer-scale thickness.National science review · 2026Article
- Minimal motifs for habituating systems.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Mental stress recognition on the fly using neuroplasticity spiking neural networks.Scientific reports · 2023Article
- Artificial HfONanomaterials (Basel, Switzerland) · 2023Article
- Cerebrospinal fluid concentration of complement component 4A is increased in first episode schizophrenia.Nature communications · 2022Article
- Neuromorphic learning with Mott insulator NiO.Proceedings of the National Academy of Sciences of the United States of America · 2021Article
- Low-temperature emergent neuromorphic networks with correlated oxide devices.Proceedings of the National Academy of Sciences of the United States of America · 2021Article
- Ocular Dominance and Functional Asymmetry in Visual Attention Networks.Investigative ophthalmology & visual science · 2021Article
- Review
- Carrier localization in perovskite nickelates from oxygen vacancies.Proceedings of the National Academy of Sciences of the United States of America · 2019Article
- Interfacial charge-transfer Mott state in iridate-nickelate superlattices.Proceedings of the National Academy of Sciences of the United States of America · 2019Article
- Revealing the role of lattice distortions in the hydrogen-induced metal-insulator transition of SmNiONature communications · 2019Article
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Authors and funding
17 authors.
Funding
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Abstract
A central characteristic of living beings is the ability to learn from and respond to their environment leading to habit formation and decision making. This behavior, known as habituation, is universal among all forms of life with a central nervous system, and is also observed in single-cell organisms that do not possess a brain. Here, we report the discovery of habituation-based plasticity utilizing a perovskite quantum system by dynamical modulation of electron localization. Microscopic mechanisms and pathways that enable this organismic collective charge-lattice interaction are elucidated by first-principles theory, synchrotron investigations, ab initio molecular dynamics simulations, and in situ environmental breathing studies. We implement a learning algorithm inspired by the conductance relaxation behavior of perovskites that naturally incorporates habituation, and demonstrate learning to forget: a key feature of animal and human brains. Incorporating this elementary skill in learning boosts the capability of neural computing in a sequential, dynamic environment.Habituation is a learning mechanism that enables control over forgetting and learning. Zuo, Panda et al., demonstrate adaptive synaptic plasticity in SmNiO
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