Tim P. Vogels

Orcid: 0000-0003-3295-6181

Affiliations:
  • University of Oxford, UK
  • Institute of Science and Technology Austria, Klosterneuburg, Austria


According to our database1, Tim P. Vogels authored at least 8 papers between 2017 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

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Bibliography

2023
Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Regimes and mechanisms of transient amplification in abstract and biological neural networks.
PLoS Comput. Biol., 2022

Predictive Learning Enables Neural Networks to Learn Complex Working Memory Tasks.
Proceedings of the Conference on Lifelong Learning Agents, 2022

2021
The Remarkable Robustness of Surrogate Gradient Learning for Instilling Complex Function in Spiking Neural Networks.
Neural Comput., 2021

Online Learning Of Neural Computations From Sparse Temporal Feedback.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Think: Theory for Africa.
PLoS Comput. Biol., 2019

2017
Cortical microcircuits as gated-recurrent neural networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017


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