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We stand with Ukraine

Cristina Savin

Orcid: 0000-0002-3414-8244

According to our database¹, Cristina Savin authored at least 32 papers between 2007 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

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In proceedings

Article

PhD thesis

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Links

On csauthors.net:

Bibliography

2024

Desiderata for Normative Models of Synaptic Plasticity.

[BibT_eX]

[DOI]

Colin Bredenberg

,

Neural Comput., 2024

Learning predictable and robust neural representations by straightening image sequences.

[BibT_eX]

[DOI]

,

,

Eero P. Simoncelli

CoRR, 2024

How does the brain compute with probabilities?

[BibT_eX]

[DOI]

Ralf M. Haefner

,

Jeffrey M. Beck

,

,

Mehrdad Salmasi

,

CoRR, 2024

Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities.

[BibT_eX]

[DOI]

,

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Task adaption by biologically inspired stochastic comodulation.

[BibT_eX]

[DOI]

Gauthier Boeshertz

,

Caroline Haimerl

,

CoRR, 2023

Formalizing locality for normative synaptic plasticity models.

[BibT_eX]

[DOI]

Colin Bredenberg

,

Ezekiel Williams

,

,

Blake A. Richards

,

Guillaume Lajoie

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation.

[BibT_eX]

[DOI]

Edoardo Balzani

,

,

Pedro Herrero-Vidal

,

Dora E. Angelaki

,

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution.

[BibT_eX]

[DOI]

CoRR, 2022

2021

CCN GAC Workshop: Issues with learning in biological recurrent neural networks.

[BibT_eX]

[DOI]

,

,

Roy Henha Eyono

,

,

,

,

Claudia Clopath

,

Rui Ponte Costa

,

,

Blake A. Richards

,

,

Katharina Anna Wilmes

CoRR, 2021

Online hyperparameter optimization by real-time recurrent learning.

[BibT_eX]

[DOI]

Daniel Jiwoong Im

,

,

CoRR, 2021

Across-animal odor decoding by probabilistic manifold alignment.

[BibT_eX]

[DOI]

Pedro Herrero-Vidal

,

,

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A sampling-based circuit for optimal decision making.

[BibT_eX]

[DOI]

Camille E. Rullán Buxó

,

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Impression learning: Online representation learning with synaptic plasticity.

[BibT_eX]

[DOI]

Colin Bredenberg

,

,

Eero P. Simoncelli

,

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks.

[BibT_eX]

[DOI]

,

,

J. Mach. Learn. Res., 2020

Learning efficient task-dependent representations with synaptic plasticity.

[BibT_eX]

[DOI]

Colin Bredenberg

,

Eero P. Simoncelli

,

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Efficient estimation of neural tuning during naturalistic behavior.

[BibT_eX]

[DOI]

Edoardo Balzani

,

Kaushik J. Lakshminarasimhan

,

Dora E. Angelaki

,

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Using local plasticity rules to train recurrent neural networks.

[BibT_eX]

[DOI]

,

,

CoRR, 2019

Flexible information routing in neural populations through stochastic comodulation.

[BibT_eX]

[DOI]

Caroline Haimerl

,

,

Eero P. Simoncelli

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2016

Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods.

[BibT_eX]

[DOI]

,

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics.

[BibT_eX]

[DOI]

,

,

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Editorial: Emergent Neural Computation from the Interaction of Different Forms of Plasticity.

[BibT_eX]

[DOI]

Matthieu Gilson

,

,

Friedemann Zenke

Frontiers Comput. Neurosci., 2015

Embedding Sectorial Models in an Integrated Platform for Assessing Climate Change Impacts.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE European Modelling Symposium, 2015

2014

Optimal Recall from Bounded Metaplastic Synapses: Predicting Functional Adaptations in Hippocampal Area CA3.

[BibT_eX]

[DOI]

,

,

PLoS Comput. Biol., 2014

Emergence of task-dependent representations in working memory circuits.

[BibT_eX]

[DOI]

,

Frontiers Comput. Neurosci., 2014

Spatio-temporal Representations of Uncertainty in Spiking Neural Networks.

[BibT_eX]

[DOI]

,

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Correlations strike back (again): the case of associative memory retrieval.

[BibT_eX]

[DOI]

,

,

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

Feedforward Inhibition and Synaptic Scaling - Two Sides of the Same Coin?

[BibT_eX]

[DOI]

,

,

PLoS Comput. Biol., 2012

2011

Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories.

[BibT_eX]

[DOI]

,

,

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010

Homeostatic plasticity - computational and clinical implications.

[BibT_eX]

[DOI]

PhD thesis, 2010

Independent Component Analysis in Spiking Neurons.

[BibT_eX]

[DOI]

,

,

PLoS Comput. Biol., 2010

2009

A robust biologically plausible implementation of ICA-like learning.

[BibT_eX]

[DOI]

,

,

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2007

ProICET - A Cost-Sensitive System for the Medical Domain.

[BibT_eX]

[DOI]

,

Camelia Vidrighin Bratu

,

Proceedings of the Third International Conference on Natural Computation, 2007

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