Local prediction-learning in high-dimensional spaces enables neural networks to plan
Author
Abstract
Suggested Citation
DOI: 10.1038/s41467-024-46586-0
Download full text from publisher
References listed on IDEAS
- Jing Pei & Lei Deng & Sen Song & Mingguo Zhao & Youhui Zhang & Shuang Wu & Guanrui Wang & Zhe Zou & Zhenzhi Wu & Wei He & Feng Chen & Ning Deng & Si Wu & Yu Wang & Yujie Wu & Zheyu Yang & Cheng Ma & G, 2019. "Towards artificial general intelligence with hybrid Tianjic chip architecture," Nature, Nature, vol. 572(7767), pages 106-111, August.
- Mingyi Rao & Hao Tang & Jiangbin Wu & Wenhao Song & Max Zhang & Wenbo Yin & Ye Zhuo & Fatemeh Kiani & Benjamin Chen & Xiangqi Jiang & Hefei Liu & Hung-Yu Chen & Rivu Midya & Fan Ye & Hao Jiang & Zhong, 2023. "Thousands of conductance levels in memristors integrated on CMOS," Nature, Nature, vol. 615(7954), pages 823-829, March.
- Tyler D. Marks & Michael J. Goard, 2021. "Author Correction: Stimulus-dependent representational drift in primary visual cortex," Nature Communications, Nature, vol. 12(1), pages 1-1, December.
- Payam Piray & Nathaniel D. Daw, 2021. "Linear reinforcement learning in planning, grid fields, and cognitive control," Nature Communications, Nature, vol. 12(1), pages 1-20, December.
- Tyler D. Marks & Michael J. Goard, 2021. "Stimulus-dependent representational drift in primary visual cortex," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Han Chin Wang & Amy M. LeMessurier & Daniel E. Feldman, 2022. "Tuning instability of non-columnar neurons in the salt-and-pepper whisker map in somatosensory cortex," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
- Jason J. Moore & Shannon K. Rashid & Emmett Bicker & Cara D. Johnson & Naomi Codrington & Dmitri B. Chklovskii & Jayeeta Basu, 2025. "Sub-cellular population imaging tools reveal stable apical dendrites in hippocampal area CA3," Nature Communications, Nature, vol. 16(1), pages 1-21, December.
- Julien Corbo & O. Batuhan Erkat & John McClure & Hussein Khdour & Pierre-Olivier Polack, 2025. "Discretized representations in V1 predict suboptimal orientation discrimination," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
- Luis M. Franco & Michael J. Goard, 2024. "Differential stability of task variable representations in retrosplenial cortex," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
- Hannah Muysers & Hung-Ling Chen & Johannes Hahn & Shani Folschweiller & Torfi Sigurdsson & Jonas-Frederic Sauer & Marlene Bartos, 2024. "A persistent prefrontal reference frame across time and task rules," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
- Ravi Pancholi & Lauren Ryan & Simon Peron, 2023. "Learning in a sensory cortical microstimulation task is associated with elevated representational stability," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
- Percy K. Mistry & Anthony Strock & Ruizhe Liu & Griffin Young & Vinod Menon, 2023. "Learning-induced reorganization of number neurons and emergence of numerical representations in a biologically inspired neural network," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
- Zvi N. Roth & Elisha P. Merriam, 2023. "Representations in human primary visual cortex drift over time," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
- Joel Bauer & Uwe Lewin & Elizabeth Herbert & Julijana Gjorgjieva & Carl E. Schoonover & Andrew J. P. Fink & Tobias Rose & Tobias Bonhoeffer & Mark Hübener, 2024. "Sensory experience steers representational drift in mouse visual cortex," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
- Wang, Huan & Li, Yan-Fu & Zhang, Ying, 2023. "Bioinspired spiking spatiotemporal attention framework for lithium-ion batteries state-of-health estimation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
- Jongmin Lee & Bum Ho Jeong & Eswaran Kamaraj & Dohyung Kim & Hakjun Kim & Sanghyuk Park & Hui Joon Park, 2023. "Light-enhanced molecular polarity enabling multispectral color-cognitive memristor for neuromorphic visual system," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
- Zhiyuan Li & Zhongshao Li & Wei Tang & Jiaping Yao & Zhipeng Dou & Junjie Gong & Yongfei Li & Beining Zhang & Yunxiao Dong & Jian Xia & Lin Sun & Peng Jiang & Xun Cao & Rui Yang & Xiangshui Miao & Ron, 2024. "Crossmodal sensory neurons based on high-performance flexible memristors for human-machine in-sensor computing system," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
- Man Yao & Ole Richter & Guangshe Zhao & Ning Qiao & Yannan Xing & Dingheng Wang & Tianxiang Hu & Wei Fang & Tugba Demirci & Michele Marchi & Lei Deng & Tianyi Yan & Carsten Nielsen & Sadique Sheik & C, 2024. "Spike-based dynamic computing with asynchronous sensing-computing neuromorphic chip," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
- Qianqian Shi & Faqiang Liu & Hongyi Li & Guangyu Li & Luping Shi & Rong Zhao, 2025. "Hybrid neural networks for continual learning inspired by corticohippocampal circuits," Nature Communications, Nature, vol. 16(1), pages 1-14, December.
- Bo Tong & Jiajun Xu & Jinhong Du & Peitao Liu & Tianming Du & Qiang Wang & Langjun Li & Yuning Wei & Jiangxu Li & Jinhua Liang & Chi Liu & Zhibo Liu & Chen Li & Lai-Peng Ma & Yang Chai & Wencai Ren, 2025. "2D (NH4)BiI3 enables non-volatile optoelectronic memories for machine learning," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
- Wang, Huan & Li, Yan-Fu, 2023. "Bioinspired membrane learnable spiking neural network for autonomous vehicle sensors fault diagnosis under open environments," Reliability Engineering and System Safety, Elsevier, vol. 233(C).
- Shaocong Wang & Yizhao Gao & Yi Li & Woyu Zhang & Yifei Yu & Bo Wang & Ning Lin & Hegan Chen & Yue Zhang & Yang Jiang & Dingchen Wang & Jia Chen & Peng Dai & Hao Jiang & Peng Lin & Xumeng Zhang & Xiao, 2025. "Random resistive memory-based deep extreme point learning machine for unified visual processing," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
- Peng Chen & Fenghao Liu & Peng Lin & Peihong Li & Yu Xiao & Bihua Zhang & Gang Pan, 2023. "Open-loop analog programmable electrochemical memory array," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
- Yulin Feng & Yizhou Zhang & Zheng Zhou & Peng Huang & Lifeng Liu & Xiaoyan Liu & Jinfeng Kang, 2024. "Memristor-based storage system with convolutional autoencoder-based image compression network," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
- Zhang, Xu & Min, Fuhong & Dou, Yiping & Xu, Yeyin, 2023. "Bifurcation analysis of a modified FitzHugh-Nagumo neuron with electric field," Chaos, Solitons & Fractals, Elsevier, vol. 170(C).
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-46586-0. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.