SA
Sacha J van Albada
Models, Neurologicalq-bio.NCneuroscienceNeuronscomputational neuroscienceAction PotentialsComputer Simulationcs.NEsimulationspiking neural networks
On Valency
published · living versionsW_xzbxbhnu·v1 · currentpublished
Hybrid scheme for modeling local field potentials from point-neuron networks
with Espen Hagen, David Dahmen, Maria L. Stavrinou, Henrik Lindén +4
1 version
Preprints & journals
69 papers in the corpus · 2007–2025Event-driven eligibility propagation in large sparse networks: efficiency shaped by biological realism2511.21674v1 · Agnes Korcsak-Gorzo, Jes'us A. Espinoza Valverde, Jonas Stapmanns et al.2025 · 0 citationsarXiv
Spontaneous spiking statistics form unique area-specific fingerprints and reflect the hierarchy of cerebral cortex10.1101/2025.05.13.653871v2 · Morales-Gregorio, A., Gutzen, R., Paneri, S. et al.2025 · 0 citationsbioRxiv
Constructive community race: full-density spiking neural network model drives neuromorphic computing2505.21185v3 · Johanna Senk, Anno C. Kurth, Steve Furber et al.2025 · 5 citationsarXiv
Building on models-a perspective for computational neuroscience.41206945 · Plesser, Hans Ekkehard, Davison, Andrew P, Diesmann, Markus et al.2025 · 3 citationsCerebral cortex (New York, N.Y. : 1991). 2025;35(11)
Modeling neuron-astrocyte interactions in neural networks using distributed simulation.40971948 · Jiang, Han-Jia, Aćimović, Jugoslava, Manninen, Tiina et al.2025 · 12 citationsPLoS computational biology. 2025;21(9):e1013503
The coming decade of digital brain research: A vision for neuroscience at the intersection of technology and computing.40800542 · Amunts, Katrin, Axer, Markus, Banerjee, Swati et al.2025 · 48 citationsImaging neuroscience (Cambridge, Mass.). 2024;2
Modeling neuron-astrocyte interactions in neural networks using distributed simulation10.1101/2024.11.11.622953v3 · Jiang, H.-J., Acimovic, J., Manninen, T. et al.2024 · 12 citationsbioRxiv
Cell-type specific projection patterns promote balanced activity in cortical microcircuits10.1101/2024.10.03.616539v2 · Kurth, A. C., Albers, J., Diesmann, M. et al.2024 · 1 citationbioRxiv
Assessing the similarity of real matrices with arbitrary shape2403.17687v3 · Jasper Albers, Anno C. Kurth, Robin Gutzen et al.2024 · 0 citationsarXiv
Reconciliation of weak pairwise spike-train correlations and highly coherent local field potentials across space1805.10235v3 · Johanna Senk, Espen Hagen, Sacha J. van Albada et al.2018 · 18 citationsCerebral Cortex 34(10): bhae405 (2024)
Multi-scale spiking network model of human cerebral cortex.39428578 · Pronold, Jari, van Meegen, Alexander, Shimoura, Renan O et al.2024 · 24 citationsCerebral cortex (New York, N.Y. : 1991). 2024;34(10)
A layered microcircuit model of somatosensory cortex with three interneuron types and cell-type-specific short-term plasticity.39344196 · Jiang, Han-Jia, Qi, Guanxiao, Duarte, Renato et al.2024 · 13 citationsCerebral cortex (New York, N.Y. : 1991). 2024;34(9)
Phenomenological modeling of diverse and heterogeneous synaptic dynamics at natural density2212.05354v2 · Agnes Korcsak-Gorzo, Charl Linssen, Jasper Albers et al.2022 · 1 citationarXiv
Fast Simulation of a Multi-Area Spiking Network Model of Macaque Cortex on an MPI-GPU Cluster.35859800 · Tiddia, Gianmarco, Golosio, Bruno, Albers, Jasper et al.2024 · 17 citationsFrontiers in neuroinformatics. 2022;16:883333
Neural manifolds in V1 change with top-down signals from V4 targeting the foveal region.38923458 · Morales-Gregorio, Aitor, Kurth, Anno C, Ito, Junji et al.2024 · 30 citationsCell reports. 2024;43(7):114371
Spiking attractor model of motor cortex explains modulation of neural and behavioral variability by prior target information.39060243 · Rostami, Vahid, Rost, Thomas, Schmitt, Felix Johannes et al.2024 · 27 citationsNature communications. 2024;15(1):6304
A Layered Microcircuit Model of Somatosensory Cortex with Three Interneuron Types and Cell-Type-Specific Short-Term Plasticity10.1101/2023.10.26.563698v2 · Jiang, H.-J., Qi, G., Duarte, R. et al.2023 · 13 citationsbioRxiv
Modular-integrative modeling: a new framework for building brain models that blend biological realism and functional performance.38577673 · Senden, Mario, van Albada, Sacha J, Pezzulo, Giovanni et al.2024 · 4 citationsNational science review. 2024;11(5):nwad318
Neural manifolds in V1 change with top-down signals from V4 targeting the foveal region10.1101/2023.06.14.544966v4 · Morales-Gregorio, A., Kurth, A. C., Ito, J. et al.2023 · 30 citationsbioRxiv
Spiking attractor model of motor cortex explains modulation of neural and behavioral variability by prior target information10.1101/2020.02.27.968339v4 · Rostami, V., Rost, T., Schmitt, F. J. et al.2020 · 27 citationsbioRxiv
Cortical multi-area model with joint excitatory-inhibitory clusters accounts for spiking statistics, inter-area propagation, and variability dynamics10.1101/2024.01.30.577979v1 · Pronold, J., Morales-Gregorio, A., Rostami, V. et al.2024 · 8 citationsbioRxiv
Unified neural field theory of brain dynamics underlying oscillations in Parkinson's disease and generalized epilepsies2401.13467v1 · Eli J Muller, Sacha J van Albada, Jong-Won Kim et al.2024 · 41 citationsJournal of Theoretical Biology (2017) 428, 132-146
Multi-Scale Spiking Network Model of Human Cerebral Cortex10.1101/2023.03.23.533968v2 · Pronold, J., van Meegen, A., Vollenbroeker, H. et al.2023 · 24 citationsbioRxiv
Ubiquitous lognormal distribution of neuron densities in mammalian cerebral cortex.37409647 · Morales-Gregorio, Aitor, van Meegen, Alexander, van Albada, Sacha J2023 · 10 citationsCerebral cortex (New York, N.Y. : 1991). 2023;33(16):9439-9449
A method for the ethical analysis of brain-inspired AI2305.10938v1 · Michele Farisco, Gianluca Baldassarre, Emilio Cartoni et al.2023 · 15 citationsarXiv
Ubiquitous lognormal distribution of neuron densities in mammalian cerebral cortex10.1101/2022.03.17.480842v4 · Morales-Gregorio, A., van Meegen, A., van Albada, S. J.2022 · 10 citationsbioRxiv
Usage and Scaling of an Open-Source Spiking Multi-Area Model of Monkey Cortex2011.11335v1 · Sacha Jennifer van Albada, Jari Pronold, Alexander van Meegen et al.2020 · 7 citationsarXiv
Connectivity Concepts in Neuronal Network Modeling2110.02883v3 · Johanna Senk, Birgit Kriener, Mikael Djurfeldt et al.2021 · 52 citationsPLoS Comput Biol 18(9): e1010086 (2022)
Hybrid scheme for modeling local field potentials from point-neuron networks1511.01681v2 · Espen Hagen, David Dahmen, Maria L. Stavrinou et al.2015 · 105 citationsarXivon Valency
Bringing Anatomical Information into Neuronal Network Models2007.00031v2 · Sacha Jennifer van Albada, Aitor Morales-Gregorio, Timo Dickscheid et al.2020 · 33 citationsarXiv
1024-channel electrophysiological recordings in macaque V1 and V4 during resting state.35277528 · Chen, Xing, Morales-Gregorio, Aitor, Sprenger, Julia et al.2022 · 33 citationsScientific data. 2022;9(1):77
Cortical oscillations implement a backbone for sampling-based computation in spiking neural networks2006.11099v5 · Agnes Korcsak-Gorzo, Michael G. Muller, Andreas Baumbach et al.2020 · 17 citationsPLoS Comput Biol 18(3): e1009753 (2022)
Editorial: Advances in Computational Neuroscience.35140595 · Nowotny, Thomas, van Albada, Sacha J, Fellous, Jean-Marc et al.2022 · 1 citationFrontiers in computational neuroscience. 2021;15:824899
A Microscopic Theory of Intrinsic Timescales in Spiking Neural Networks1909.01908v2 · Alexander van Meegen, Sacha J. van Albada2019 · 13 citationsPhys. Rev. Research 3, 043077 (2021)
Correction to: Multi-scale account of the network structure of macaque visual cortex.32052112 · Schmidt, Maximilian, Bakker, Rembrandt, Hilgetag, Claus C et al.2020 · 1 citationBrain structure & function. 2020;225(3):1159-1162
Criteria on Balance, Stability, and Excitability in Cortical Networks for Constraining Computational Models.30042668 · Maksimov, Andrei, Diesmann, Markus, van Albada, Sacha J2020 · 6 citationsFrontiers in computational neuroscience. 2018;12:44
Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model.29875620 · van Albada, Sacha J, Rowley, Andrew G, Senk, Johanna et al.2020 · 157 citationsFrontiers in neuroscience. 2018;12:291
An architectonic type principle integrates macroscopic cortico-cortical connections with intrinsic cortical circuits of the primate brain.31637331 · Hilgetag, Claus C, Beul, Sarah F, van Albada, Sacha J et al.2020 · 69 citationsNetwork neuroscience (Cambridge, Mass.). 2019;3(4):905-923
Open Source Brain: A Collaborative Resource for Visualizing, Analyzing, Simulating, and Developing Standardized Models of Neurons and Circuits.31201122 · Gleeson, Padraig, Cantarelli, Matteo, Marin, Boris et al.2019 · 96 citationsNeuron. 2019;103(3):395-411.e5
Multi-scale account of the network structure of macaque visual cortex.29143946 · Schmidt, Maximilian, Bakker, Rembrandt, Hilgetag, Claus C et al.2019 · 106 citationsBrain structure & function. 2018;223(3):1409-1435
Full-density multi-scale account of structure and dynamics of macaque visual cortex1511.09364v4 · Maximilian Schmidt, Rembrandt Bakker, Kelly Shen et al.2015 · 157 citationsarXiv
Pronounced Surface Band Bending of Thin-Film Silicon Revealed by Modeling Core Levels Probed with Hard X-rays.27294978 · Wippler, David, Wilks, Regan G, Pieters, Bart E et al.2018 · 12 citationsACS applied materials & interfaces. 2016;8(27):17685-93
Open Source Brain: a collaborative resource for visualizing, analyzing, simulating and developing standardized models of neurons and circuits10.1101/229484v1 · Gleeson, P., Cantarelli, M., Marin, B. et al.2018 · 96 citationsbioRxiv
Variability of model-free and model-based quantitative measures of EEG1801.01711v1 · Sacha Jennifer van Albada, Christopher J. Rennie, Peter A. Robinson2018 · 31 citationsJ. Integr. Neurosci. 06(02):279-307 (2007)
Transformation of arbitrary distributions to the normal distribution with application to EEG test-retest reliability1801.01748v1 · Sacha Jennifer van Albada, Peter A. Robinson2018 · 172 citationsJ. Neurosci. Methods 161: 205-211 (2007)
Mean-field modeling of the basal ganglia-thalamocortical system. II. Dynamics of parkinsonian oscillations1801.01821v1 · Sacha Jennifer van Albada, Richard T. Gray, Peter M. Drysdale et al.2018 · 134 citationsJ. Theor. Biol. 257:664-688 (2009)
Mean-field modeling of the basal ganglia-thalamocortical system. I. Firing rates in healthy and parkinsonian states1801.01822v1 · Sacha Jennifer van Albada, Peter A. Robinson2018 · 175 citationsJ. Theor. Biol. 257: 642-663 (2009)
Fundamental activity constraints lead to specific interpretations of the connectome1509.03162v4 · Jannis Schuecker, Maximilian Schmidt, Sacha J. van Albada et al.2015 · 37 citationsPLOS CB 13, 1-25 (2017)
Scalability of asynchronous networks is limited by one-to-one mapping between effective connectivity and correlations1411.4770v3 · Sacha Jennifer van Albada, Moritz Helias, Markus Diesmann2014 · 83 citationsarXivon Valency
Boundary Dynamics of Three-Dimensional Asymptotically Anti-de Sitter Space-Times1601.07055v1 · Sacha Jennifer van Albada2016 · 1 citationarXiv
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