Cover Image

Fast reconstruction of degenerate populations of conductance-based neuron models from spike times

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Brandoit, Julien, Ernst, Damien, Drion, Guillaume, Fyon, Arthur
Format:	Preprint
Published:	2025
Subjects:	Neurons and Cognition Machine Learning Dynamical Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Activity-dependent neuromodulation and calcium homeostasis cooperate to produce robust and modulable neuronal function
by: Fyon, Arthur, et al.
Published: (2024)

Neuromodulation supports robust rhythmic pattern transitions in degenerate central pattern generators with fixed connectivity
by: Fyon, Arthur, et al.
Published: (2026)

Dimensionality reduction of neuronal degeneracy reveals two interfering physiological mechanisms
by: Fyon, Arthur, et al.
Published: (2024)

Minimizing information loss reduces spiking neuronal networks to differential equations
by: Chang, Jie, et al.
Published: (2024)

Self-consistent moment dynamics for networks of spiking neurons
by: Vinci, Gianni Valerio, et al.
Published: (2025)

Observing hidden neuronal states in experiments
by: Amakhin, Dmitry, et al.
Published: (2023)

Oscillations in neuronal activity: a neuron-centered spatiotemporal model of the Unfolded Protein Response in prion diseases
by: Miller, Elliot M., et al.
Published: (2024)

Collective dynamics in spiking neural networks: A systematic review
by: Afifurrahman, et al.
Published: (2024)

RNNs perform task computations by dynamically warping neural representations
by: Pellegrino, Arthur, et al.
Published: (2025)

Improving the Performance and Learning Stability of Parallelizable RNNs Designed for Ultra-Low Power Applications
by: Brandoit, Julien, et al.
Published: (2026)

Is All Learning (Natural) Gradient Descent?
by: Shoji, Lucas, et al.
Published: (2024)

Machine Learning for Complex Systems Dynamics: Detecting Bifurcations in Dynamical Systems with Deep Neural Networks
by: Pal, Swadesh, et al.
Published: (2026)

On the analysis of a time varying noise-modulated heterogeneous coupled network of Chialvo neurons under the influence of electromagnetic flux
by: Ghosh, Indranil, et al.
Published: (2022)

Interpretable statistical representations of neural population dynamics and geometry
by: Gosztolai, Adam, et al.
Published: (2023)

System identification of biophysical neuronal models
by: Burghi, Thiago B., et al.
Published: (2020)

Asymmetric coupling of nonchaotic Rulkov neurons: Fractal attractors, quasimultistability, and final state sensitivity
by: Le, Brandon B.
Published: (2024)

Modeling sequential cognitive states via population level cortical dynamics
by: Bolelli, M Virginia, et al.
Published: (2026)

Bifurcation of spiking oscillations from a center in resonate-and-fire neurons
by: Makarenkov, Oleg, et al.
Published: (2025)

Neuronal Temporal Filters as Normal Mode Extractors
by: Golkar, Siavash, et al.
Published: (2024)

State-Space NTK Collapse Near Bifurcations
by: Hazelden, James, et al.
Published: (2026)

Unconditional stability of a recurrent neural circuit implementing divisive normalization
by: Rawat, Shivang, et al.
Published: (2024)

KPFlow: An Operator Perspective on Dynamic Collapse Under Gradient Descent Training of Recurrent Networks
by: Hazelden, James, et al.
Published: (2025)

Characterizing control between interacting subsystems with deep Jacobian estimation
by: Eisen, Adam J., et al.
Published: (2025)

The determining role of covariances in large networks of stochastic neurons
by: Painchaud, Vincent, et al.
Published: (2022)

Correcting model error bias in estimations of neuronal dynamics from time series observations
by: Williams, Ian, et al.
Published: (2025)

A dynamical memory with only one spiking neuron
by: Depannemaecker, Damien, et al.
Published: (2025)

Can multivariate Granger causality detect directed connectivity of a multistable and dynamic biological decision network model?
by: Asadpour, Abdoreza, et al.
Published: (2024)

Emergent rate-based dynamics in duplicate-free populations of spiking neurons
by: Schmutz, Valentin, et al.
Published: (2023)

Final state sensitivity and fractal basin boundaries from coupled Chialvo neurons
by: Lamb, Bennett, et al.
Published: (2025)

Energy-Based Dynamical Models for Neurocomputation, Learning, and Optimization
by: Montanari, Arthur N., et al.
Published: (2026)

Data-Driven Reduced Modeling of Recurrent Neural Networks
by: Marraffa, Alice, et al.
Published: (2025)

The Coupling Strength Is a Scale Parameter in Threshold Power-Law Reservoirs and Does Not Influence Training Accuracy
by: Nicola, Wilten
Published: (2025)

Simulations Approaching Data: Cortical Slow Waves in Inferred Models of the Whole Hemisphere of Mouse
by: Capone, Cristiano, et al.
Published: (2021)

Approximate Macroscopic Dynamics of Spiking Neural Networks Based on Solutions to the Transport Equation
by: Nicola, Wilten, et al.
Published: (2026)

Multi-stable oscillations in cortical networks with two classes of inhibition
by: Sarkar, Arnab Dey, et al.
Published: (2025)

Basic principles drive self-organization of brain-like connectivity structure
by: Tapia, Carlos Calvo, et al.
Published: (2024)

A Single-Equation Approach to Classifying Neuronal Operational Modes
by: Knowles, Lindsey, et al.
Published: (2025)

Analysis of Activity Dependent Development of Topographic Maps in Neural Field Theory with Short Time Scale Dependent Plasticity
by: Gale, Nicholas, et al.
Published: (2021)

Gain modulation of actions selection without synaptic relearning
by: Köksal-Ersöz, Elif, et al.
Published: (2024)

Hyperchaos and complex dynamical regimes in $N$-dimensional neuron lattices
by: Le, Brandon B., et al.
Published: (2025)