Category: Neuromorphic Intelligence

How to implement visual odometry with neuromorphic resonator networks?

Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, E. Paxon Frady, Friedrich T. Sommer & Yulia Sandamirskaya. Visual odometry with neuromorphic resonator networks. Nature Machine Intelligence, 6, 653–663 (2024). https://doi.org/10.1038/s42256-024-00846-2

Abstract
“Visual odometry (VO) is a method used to …

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How to implement neuromorphic visual scene understanding with resonator networks?

Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Bruno A. Olshausen, Yulia Sandamirskaya, Friedrich T. Sommer & E. Paxon Frady. Neuromorphic visual scene understanding with resonator networks. Nature Machine Intelligence, 6, 641–652 (2024). https://doi.org/10.1038/s42256-024-00848-0

Abstract
“Analysing a visual scene …

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How to develop embodied neuromorphic artificial intelligence for robotics?

Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Fakhreddine Zayer, Jorge Dias, Muhammad Shafique. Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development Stack. 2024, arXiv:2404.03325 [cs.RO]

Abstract
“Robotic technologies have been an indispensable part for improving human productivity …

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How to build brain-based devices for the study of nervous systems and the development of intelligent machines?

Krichmar, Jeffrey L, and Gerald M Edelman. “Brain-based devices for the study of nervous systems and the development of intelligent machines.” Artificial life vol. 11,1-2 (2005): 63-77. doi:10.1162/1064546053278946

Abstract
The simultaneous study of brain function at all levels of

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How to enable brain-inspired robots with neuromorphic chips?

Songchen Ma and Jing Pei and Weihao Zhang and Guanrui Wang and Dahu Feng and Fangwen Yu and Chenhang Song and Huanyu Qu and Cheng Ma and Mingsheng Lu and Faqiang Liu and Wenhao Zhou and Yujie Wu and Yihan …

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How to build a reference software architecture for brain-inspired computers?

Shuiguang Deng, Pan Lv, and Ouwen Jin, Schahram Dustdar, Ying Li, De Ma, Zhaohui Wu, and Gang Pan. Darwin-S: A Reference Software Architecture for Brain-Inspired Computers” in Computer, vol. 55, no. 05, pp. 51-63, 2022. doi: 10.1109/MC.2022.3144397

Abstract:…

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How to realize the potential of neuromorphic systems?

Mehonic, A., Kenyon, A.J. Brain-inspired computing needs a master plan. Nature 604, 255–260 (2022). https://doi.org/10.1038/s41586-021-04362-w

Abstract
“New computing technologies inspired by the brain promise fundamentally different ways to process information with extreme energy efficiency and the ability to handle

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Why endowing robots with neuromorphic technologies

Bartolozzi, Chiara, Giacomo Indiveri, and Elisa Donati. “Embodied neuromorphic intelligence.” Nature Communications 13, no. 1 (2022): 1-14.

Abstract
“The design of robots that interact autonomously with the environment and exhibit complex behaviours is an open challenge that can …

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