Short-Term Plasticity Neurons Learning to Learn and Forget

Short-Term Plasticity Neurons Learning to Learn and Forget

International Conference on Machine Learning (ICML), 2022

28 June 2022

Hector Garcia Rodriguez

Qinghai Guo

Timoleon Moraitis

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Papers citing "Short-Term Plasticity Neurons Learning to Learn and Forget"

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Title
Self-Contrastive Forward-Forward AlgorithmNature Communications (Nat. Commun.), 2024 Xing Chen Dongshu Liu Jérémie Laydevant Julie Grollier 538 6 0 17 Sep 2024
Single Neuromorphic Memristor closely Emulates Multiple Synaptic Mechanisms for Energy Efficient Neural Networks C. Weilenmann A. Ziogas T. Zellweger K. Portner Marko Mladenović Manasa Kaniselvan Timoleon Moraitis Mathieu Luisier A. Emboras 219 52 0 26 Feb 2024
Brain-inspired learning in artificial neural networks: a reviewAPL Machine Learning (AML), 2023 Samuel Schmidgall Jascha Achterberg Thomas Miconi Louis Kirsch Rojin Ziaei S. P. Hajiseyedrazi Nhan Duy Truong 173 91 0 18 May 2023
Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNsInternational Conference on Learning Representations (ICLR), 2023 Y. Duan Zhongfan Jia Qian Li Yi Zhong Kaisheng Ma AAML 191 3 0 07 Feb 2023
Learning to Control Rapidly Changing Synaptic Connections: An Alternative Type of Memory in Sequence Processing Artificial Neural Networks Kazuki Irie Jürgen Schmidhuber KELM 156 2 0 17 Nov 2022
Hebbian Deep Learning Without FeedbackInternational Conference on Learning Representations (ICLR), 2022 Adrien Journé Hector Garcia Rodriguez Qinghai Guo Timoleon Moraitis AAML 213 66 0 23 Sep 2022
SoftHebb: Bayesian Inference in Unsupervised Hebbian Soft Winner-Take-All Networks Timoleon Moraitis Dmitry Toichkin Adrien Journé Yansong Chua Qinghai Guo AAML BDL 375 36 0 12 Jul 2021