Optimal Sequence Memory in Driven Random Networks

• Fixed point geometry in chaotic neural networks

  2025 Physical Review Research article Physics and Astronomy Chaos control and synchronization Open access

  6

  citations
• Linking network- and neuron-level correlations by renormalized field theory

  2024 Physical Review Research article Neuroscience Neural dynamics and brain function Open access

  8

  citations
• Effect of Synaptic Heterogeneity on Neuronal Coordination

  2024 PRX Life article Neuroscience Neural dynamics and brain function Open access

  8

  citations
• Statistical temporal pattern extraction by neuronal architecture

  2023 Physical Review Research article Computer Science Neural Networks and Applications Open access

  1

  citations
• Unified field theoretical approach to deep and recurrent neuronal networks

  2022 Journal of Statistical Mechanics Theory and Experiment article Computer Science Gaussian Processes and Bayesian Inference Open access

  17

  citations
• NNMT: Mean-Field Based Analysis Tools for Neuronal Network Models

  2022 Frontiers in Neuroinformatics article Neuroscience Neural dynamics and brain function Open access

  12

  citations
• Gell-Mann–Low Criticality in Neural Networks

  2022 Physical Review Letters article Physics and Astronomy Theoretical and Computational Physics Open access

  22

  citations
• A mean-field toolbox for spiking neuronal network model analysis

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

  0

  citations
• Large-Deviation Approach to Random Recurrent Neuronal Networks: Parameter Inference and Fluctuation-Induced Transitions

  2021 Physical Review Letters article Neuroscience Neural dynamics and brain function Open access

  18

  citations
• Transient Chaotic Dimensionality Expansion by Recurrent Networks

  2021 Physical Review X article Computer Science Neural Networks and Reservoir Computing Open access

  27

  citations
• Conditions for wave trains in spiking neural networks

  2020 Physical Review Research article Neuroscience Neural dynamics and brain function Open access

  26

  citations
• Self-consistent formulations for stochastic nonlinear neuronal dynamics

  2020 Physical review. E article Physics and Astronomy stochastic dynamics and bifurcation Open access

  15

  citations

12 results