Cristina Savin

Orcid: 0000-0002-3414-8244

According to our database1, Cristina Savin authored at least 28 papers between 2007 and 2023.

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Bibliography

2023
Task adaption by biologically inspired stochastic comodulation.
CoRR, 2023

Formalizing locality for normative synaptic plasticity models.
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.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution.
CoRR, 2022

2021
CCN GAC Workshop: Issues with learning in biological recurrent neural networks.
CoRR, 2021

Online hyperparameter optimization by real-time recurrent learning.
CoRR, 2021

Across-animal odor decoding by probabilistic manifold alignment.
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.
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.
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.
J. Mach. Learn. Res., 2020

Learning efficient task-dependent representations with synaptic plasticity.
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.
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.
CoRR, 2019

Flexible information routing in neural populations through stochastic comodulation.
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.
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.
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.
Frontiers Comput. Neurosci., 2015

Embedding Sectorial Models in an Integrated Platform for Assessing Climate Change Impacts.
Proceedings of the 2015 IEEE European Modelling Symposium, 2015

2014
Optimal Recall from Bounded Metaplastic Synapses: Predicting Functional Adaptations in Hippocampal Area CA3.
PLoS Comput. Biol., 2014

Emergence of task-dependent representations in working memory circuits.
Frontiers Comput. Neurosci., 2014

Spatio-temporal Representations of Uncertainty in Spiking Neural Networks.
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.
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?
PLoS Comput. Biol., 2012

2011
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories.
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.
PhD thesis, 2010

Independent Component Analysis in Spiking Neurons.
PLoS Comput. Biol., 2010

2009
A robust biologically plausible implementation of ICA-like learning.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2007
ProICET - A Cost-Sensitive System for the Medical Domain.
Proceedings of the Third International Conference on Natural Computation, 2007


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