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Adaptive Optical Dendrites

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Dendritic Computing: Branching Deeper into Machine Learning

Author(s): Acharya, J., Basu, A., Legenstein, R., Limbacher, T., Poirazi, P., and Wu, X.
Published in: Neuroscience, 2021, ISSN 0306-4522
DOI: 10.1016/j.neuroscience.2021.10.001

nMNSD—A Spiking Neuron-Based Classifier That Combines Weight-Adjustment and Delay-Shift

Author(s): Susi, G., Antón-Toro, L.F., Maestú, F., Pereda, E. and Mirasso, C.
Published in: Frontiers in Neuroscience, 2021, ISSN 1662-4548
DOI: 10.3389/fnins.2021.582608

Bootstrapping Concept Formation in Small Neural Networks

Author(s): Tamosiunaite, M., Kulvicius, T., Wörgötter, F.
Published in: 2021

A synapse-centric account of the free energy principle

Author(s): Kappel, D. and Tetzlaff, C.
Published in: 2021

Unveiling the role of plasticity rules in reservoir computing

Author(s): Morales, G.B., Mirasso, C.R. and Soriano, M.C.
Published in: 2021

Continual Learning with Memory Cascades

Author(s): Kappel, D., Negri, F. and Tetzlaff, C.
Published in: ICBINB Workshop at NeurIPS 2021, 2021