Cristina Savin

36 papers A* 11B 1Journal 16Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Disentangled representations via score-based variational autoencoders. CoRR Benjamin Lyo, Eero P. Simoncelli, Cristina Savin
2025	A*	`conf`	Nonlinear multiregion neural dynamics with parametric impulse response communication channels. ICLR Matthew Dowling, Cristina Savin
2024	A*	`conf`	Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities. ICLR Benjamin Lyo, Cristina Savin
2024	J	`jnl`	Desiderata for Normative Models of Synaptic Plasticity. Neural Comput. Colin Bredenberg, Cristina Savin
2024	J	`jnl`	How does the brain compute with probabilities? CoRR Ralf M. Haefner, Jeffrey M. Beck, Cristina Savin, Mehrdad Salmasi, Xaq Pitkow
2024	A*	`conf`	Learning predictable and robust neural representations by straightening image sequences. NeurIPS Xueyan Niu, Cristina Savin, Eero P. Simoncelli
2024	J	`jnl`	Learning predictable and robust neural representations by straightening image sequences. CoRR Xueyan Niu, Cristina Savin, Eero P. Simoncelli
2023	A*	`conf`	A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation. ICLR Edoardo Balzani, Jean-Paul Noel, Pedro Herrero-Vidal, Dora E. Angelaki, Cristina Savin
2023	A*	`conf`	Formalizing locality for normative synaptic plasticity models. NeurIPS Colin Bredenberg, Ezekiel Williams, Cristina Savin, Blake A. Richards, Guillaume Lajoie
2023	J	`jnl`	Task adaption by biologically inspired stochastic comodulation. CoRR Gauthier Boeshertz, Caroline Haimerl, Cristina Savin
2022	J	`jnl`	Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution. CoRR 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
2021	A*	`conf`	A sampling-based circuit for optimal decision making. NeurIPS Camille E. Rullán Buxó, Cristina Savin
2021	A*	`conf`	Across-animal odor decoding by probabilistic manifold alignment. NeurIPS Pedro Herrero-Vidal, Dmitry Rinberg, Cristina Savin
2021	J	`jnl`	CCN GAC Workshop: Issues with learning in biological recurrent neural networks. CoRR 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
2021	A*	`conf`	Impression learning: Online representation learning with synaptic plasticity. NeurIPS Colin Bredenberg, Benjamin Lyo, Eero P. Simoncelli, Cristina Savin
2021	J	`jnl`	Online hyperparameter optimization by real-time recurrent learning. CoRR Daniel Jiwoong Im, Cristina Savin, Kyunghyun Cho
2020	J	`jnl`	A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks. J. Mach. Learn. Res. Owen Marschall, Kyunghyun Cho, Cristina Savin
2020	A*	`conf`	Efficient estimation of neural tuning during naturalistic behavior. NeurIPS Edoardo Balzani, Kaushik J. Lakshminarasimhan, Dora E. Angelaki, Cristina Savin
2020	A*	`conf`	Learning efficient task-dependent representations with synaptic plasticity. NeurIPS Colin Bredenberg, Eero P. Simoncelli, Cristina Savin
2019	J	`jnl`	A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks. CoRR Owen Marschall, Kyunghyun Cho, Cristina Savin
2019	A*	`conf`	Flexible information routing in neural populations through stochastic comodulation. NeurIPS Caroline Haimerl, Cristina Savin, Eero P. Simoncelli
2019	J	`jnl`	Using local plasticity rules to train recurrent neural networks. CoRR Owen Marschall, Kyunghyun Cho, Cristina Savin
2016	—	`conf`	Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods. NIPS Cristina Savin, Gasper Tkacik
2016	—	`conf`	Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics. NIPS Travis Monk, Cristina Savin, Jörg Lücke
2015	J	`jnl`	Editorial: Emergent Neural Computation from the Interaction of Different Forms of Plasticity. Frontiers Comput. Neurosci. Matthieu Gilson, Cristina Savin, Friedemann Zenke
2015	—	`conf`	Embedding Sectorial Models in an Integrated Platform for Assessing Climate Change Impacts. EMS Cristina Savin
2014	J	`jnl`	Emergence of task-dependent representations in working memory circuits. Frontiers Comput. Neurosci. Cristina Savin, Jochen Triesch
2014	J	`jnl`	Optimal Recall from Bounded Metaplastic Synapses: Predicting Functional Adaptations in Hippocampal Area CA3. PLoS Comput. Biol. Cristina Savin, Peter Dayan, Máté Lengyel
2014	—	`conf`	Spatio-temporal Representations of Uncertainty in Spiking Neural Networks. NIPS Cristina Savin, Sophie Denève
2013	—	`conf`	Correlations strike back (again): the case of associative memory retrieval. NIPS Cristina Savin, Peter Dayan, Máté Lengyel
2012	J	`jnl`	Feedforward Inhibition and Synaptic Scaling - Two Sides of the Same Coin? PLoS Comput. Biol. Christian Keck, Cristina Savin, Jörg Lücke
2011	—	`conf`	Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories. NIPS Cristina Savin, Peter Dayan, Máté Lengyel
2010	—	`—`	Homeostatic plasticity - computational and clinical implications. Cristina Savin
2010	J	`jnl`	Independent Component Analysis in Spiking Neurons. PLoS Comput. Biol. Cristina Savin, Prashant Joshi, Jochen Triesch
2009	B	`conf`	A robust biologically plausible implementation of ICA-like learning. ESANN Felipe Gerhard, Cristina Savin, Jochen Triesch
2007	—	`conf`	ProICET - A Cost-Sensitive System for the Medical Domain. ICNC (2) Rodica Potolea, Camelia Vidrighin Bratu, Cristina Savin