Pau Vilimelis Aceituno

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Benjamin F. GreweInstitute of Neuroinformatics, ETH ZurichVerified email at ethz.ch
Jörg HenkelProfessor of Computer Science, Karlsruhe Institute of TechnologyVerified email at kit.edu
Semeen RehmanAssociate Professor University of Amsterdam (UvA); Privatdozentin (TU Wien)Verified email at uva.nl
Muhammad ShafiqueProfessor, ECE, New York University (AD-UAE, Tandon-USA), Director eBRAIN LabVerified email at nyu.edu
Matilde Tristany FarinhaETH Zurich (D-ITET)Verified email at ethz.ch
Alexander MeulemansGoogleVerified email at google.com
Javier García OrdóñezMSc Neural Systems and Computation, Institute of Neuroinformatics, ETH-UZHVerified email at student.ethz.ch
Jürgen JostDirector, Max Planck Institute for Mathematics in the SciencesVerified email at mis.mpg.de
Gang YanProfessor at Tongji University, Shanghai, ChinaVerified email at tongji.edu.cn
Henning SchomerusProfessor of Physics, Lancaster UniversityVerified email at lancaster.ac.uk
Tim RogersUniversity of BathVerified email at bath.ac.uk
João SacramentoGoogleVerified email at joaosacramento.com
Jian-Jia ChenTU Dortmund University and Lamarr Institute, GermanyVerified email at cs.uni-dortmund.de
Haessig GermainInstitute of Neuroinformatics, University of Zurich, ETH ZurichVerified email at ini.uzh.ch
James KnightEPSRC Research Software Engineering Fellow, The University of SussexVerified email at sussex.ac.uk
Giacomo IndiveriInstitute of Neuroinformatics, University of Zurich and ETH ZurichVerified email at ini.uzh.ch
R.B BenosmanDirector of Research, MetaVerified email at meta.com
André van SchaikDirector, International Centre for Neuromorphic Systems, Western Sydney UniversityVerified email at westernsydney.edu.au
Omar OubariPhDVerified email at etu.sorbonne-universite.fr
Moritz MildePost doctoral fellow, International Centre for Neuromorphic Systems (ICNS), Western SydneyVerified email at westernsydney.edu.au

Pau Vilimelis Aceituno

Institute for Neuroinformatics, ETH Zurich

Verified email at ini.uzh.ch

Complex Systems Information Theory Reservoir Computing Recurrent Neural Networks


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Exploiting program-level masking and error propagation for constrained reliability optimization M Shafique, S Rehman, PV Aceituno, J Henkel Proceedings of the 50th Annual Design Automation Conference, 1-9, 2013	79	2013
Credit assignment in neural networks through deep feedback control A Meulemans, M Tristany Farinha, J García Ordóñez, P Vilimelis Aceituno, ... Advances in Neural Information Processing Systems 34, 4674-4687, 2021	39	2021
Leveraging variable function resilience for selective software reliability on unreliable hardware S Rehman, M Shafique, PV Aceituno, F Kriebel, JJ Chen, J Henkel 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2013	36	2013
Tailoring Echo State Networks for Optimal Learning PV Aceituno, G Yan, YY Liu iScience, 101440, 2020	32*	2020
Event-based computation for touch localization based on precise spike timing G Haessig, MB Milde, PV Aceituno, O Oubari, JC Knight, A Van Schaik, ... Frontiers in neuroscience 14, 420, 2020	29	2020
Universal hypotrochoidic law for random matrices with cyclic correlations PV Aceituno, T Rogers, H Schomerus Physical Review E 100 (1), 010302, 2019	23	2019
ACSEM: Accuracy-configurable fast soft error masking analysis in combinatorial circuits F Kriebel, S Rehman, D Sun, PV Aceituno, M Shafique, J Henkel 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), 824-829, 2015	16	2015
Spiking time-dependent plasticity leads to efficient coding of predictions P Vilimelis Aceituno, M Ehsani, J Jost Biological cybernetics 114 (1), 43-61, 2020	9	2020
Bio-inspired, task-free continual learning through activity regularization F Lässig, PV Aceituno, M Sorbaro, BF Grewe Biological Cybernetics 117 (4), 345-361, 2023	7	2023
Learning cortical hierarchies with temporal Hebbian updates PV Aceituno, MT Farinha, R Loidl, B Grewe Frontiers in Computational Neuroscience 17, 2023	7	2023
Directed and acyclic synaptic connectivity in the human layer 2-3 cortical microcircuit Y Peng, A Bjelde, PV Aceituno, FX Mittermaier, H Planert, S Grosser, ... Science 384 (6693), 338-343, 2024	6	2024
Eigenvalues of Random Signed Graphs with Cycles: A Graph-Centered View of the Method of Moments with Practical Applications PV Aceituno Complex Networks & Their Applications X: Volume 2, Proceedings of the Tenth …, 2022	4*	2022
Training Delays in Spiking Neural Networks L State, PV Aceituno International Conference on Artificial Neural Networks, 713-717, 2019	2	2019
Neural network circuit for deep artificial neuronal networks using deep feedback control AME Meulemans, BF Grewe, MT Farinha, JG Ordonez, JR Sacramento, ... US Patent App. 18/570,029, 2024		2024
The Role of Temporal Hierarchy in Spiking Neural Networks F Moro, PV Aceituno, L Kriener, M Payvand arXiv preprint arXiv:2407.18838, 2024		2024
Theoretical principles explain the structure of the insect head direction circuit PV Aceituno, D Dall'Osto, I Pisokas Elife 13, e91533, 2024		2024
Target Learning rather than Backpropagation Explains Learning in the Mammalian Neocortex PV Aceituno, S de Haan, R Loidl, BF Grewe bioRxiv, 2024		2024
Stitching Manifolds: Leveraging Interaction to Compose Object Representations into Scenes. H Keurti, B Schölkopf, PV Aceituno, BF Grewe ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 2024		2024
Exploring the functional hierarchy of different pyramidal cell types in temporal processing AD Vo, E Abs, PV Aceituno, BF Grewe, KA Wilmes arXiv preprint arXiv:2312.07422, 2023		2023
PiecewiseInference. jl: a machine learning framework for inverse ecosystem modelling V Boussange, P Vilimelis Aceituno, L Pellissier EGU General Assembly Conference Abstracts, EGU-5195, 2023		2023

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