Cristina Savin

ORCID

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 19

Top Venues

NeurIPS

CoRR

NIPS

Frontiers Comput. Neurosci.

Goethe University Frankfurt am Main (PHD)

Education History

Goethe University Frankfurt am Main

PHD

Publications

Gauthier Boeshertz, Caroline Haimerl, Cristina Savin
Task adaption by biologically inspired stochastic comodulation. CoRR (2023)
Edoardo Balzani, Jean-Paul Noel, Pedro Herrero-Vidal, Dora E. Angelaki, Cristina Savin
A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation. ICLR (2023)
Colin Bredenberg, Ezekiel Williams, Cristina Savin, Blake A. Richards, Guillaume Lajoie
Formalizing locality for normative synaptic plasticity models. NeurIPS (2023)
Anthony Zador, Blake A. Richards, Bence Ölveczky, Sean Escola, Yoshua Bengio, Kwabena Boahen, Matthew M. Botvinick, Dmitri B. Chklovskii, Anne Churchland, Claudia Clopath, James DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad P. Körding, Alexei A. Koulakov, Yann LeCun, Timothy P. Lillicrap, Adam H. Marblestone, Bruno A. Olshausen, Alexandre Pouget, Cristina Savin, Terrence J. Sejnowski, Eero P. Simoncelli, Sara A. Solla, David Sussillo, Andreas S. Tolias, Doris Tsao
Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution. CoRR (2022)
Camille E. Rullán Buxó, Cristina Savin
A sampling-based circuit for optimal decision making. NeurIPS (2021)
Luke Y. Prince, Ellen Boven, Roy Henha Eyono, Arna Ghosh, Joe Pemberton, Franz Scherr, Claudia Clopath, Rui Ponte Costa, Wolfgang Maass, Blake A. Richards, Cristina Savin, Katharina Anna Wilmes
CCN GAC Workshop: Issues with learning in biological recurrent neural networks. CoRR (2021)
Pedro Herrero-Vidal, Dmitry Rinberg, Cristina Savin
Across-animal odor decoding by probabilistic manifold alignment. NeurIPS (2021)
Daniel Jiwoong Im, Cristina Savin, Kyunghyun Cho
Online hyperparameter optimization by real-time recurrent learning. CoRR (2021)
Colin Bredenberg, Benjamin Lyo, Eero P. Simoncelli, Cristina Savin
Impression learning: Online representation learning with synaptic plasticity. NeurIPS (2021)
Colin Bredenberg, Eero P. Simoncelli, Cristina Savin
Learning efficient task-dependent representations with synaptic plasticity. NeurIPS (2020)
Owen Marschall, Kyunghyun Cho, Cristina Savin
A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks. J. Mach. Learn. Res. 21 (2020)
Edoardo Balzani, Kaushik J. Lakshminarasimhan, Dora E. Angelaki, Cristina Savin
Efficient estimation of neural tuning during naturalistic behavior. NeurIPS (2020)
Owen Marschall, Kyunghyun Cho, Cristina Savin
Using local plasticity rules to train recurrent neural networks. CoRR (2019)
Owen Marschall, Kyunghyun Cho, Cristina Savin
A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks. CoRR (2019)
Caroline Haimerl, Cristina Savin, Eero P. Simoncelli
Flexible information routing in neural populations through stochastic comodulation. NeurIPS (2019)
Cristina Savin, Gasper Tkacik
Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods. NIPS (2016)
Travis Monk, Cristina Savin, Jörg Lücke
Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics. NIPS (2016)
Matthieu Gilson, Cristina Savin, Friedemann Zenke
Editorial: Emergent Neural Computation from the Interaction of Different Forms of Plasticity. Frontiers Comput. Neurosci. 9 (2015)
Cristina Savin
Embedding Sectorial Models in an Integrated Platform for Assessing Climate Change Impacts. EMS (2015)
Cristina Savin, Jochen Triesch
Emergence of task-dependent representations in working memory circuits. Frontiers Comput. Neurosci. 8 (2014)
Cristina Savin, Peter Dayan, Máté Lengyel
Optimal Recall from Bounded Metaplastic Synapses: Predicting Functional Adaptations in Hippocampal Area CA3. PLoS Comput. Biol. 10 (2) (2014)
Cristina Savin, Sophie Denève
Spatio-temporal Representations of Uncertainty in Spiking Neural Networks. NIPS (2014)
Cristina Savin, Peter Dayan, Máté Lengyel
Correlations strike back (again): the case of associative memory retrieval. NIPS (2013)
Christian Keck, Cristina Savin, Jörg Lücke
Feedforward Inhibition and Synaptic Scaling - Two Sides of the Same Coin? PLoS Comput. Biol. 8 (3) (2012)
Cristina Savin, Peter Dayan, Máté Lengyel
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories. NIPS (2011)
Cristina Savin, Prashant Joshi, Jochen Triesch
Independent Component Analysis in Spiking Neurons. PLoS Comput. Biol. 6 (4) (2010)
Felipe Gerhard, Cristina Savin, Jochen Triesch
A robust biologically plausible implementation of ICA-like learning. ESANN (2009)
Rodica Potolea, Camelia Vidrighin Bratu, Cristina Savin
ProICET - A Cost-Sensitive System for the Medical Domain. ICNC (2) (2007)

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Publication Activity (10 Years)

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Cristina Savin