Random neural networks match observed dimensionality of neural population recordings and motivate stronger experimental tests
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Zehui, Pasek, Michael J, Nemenman, Ilya M |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Mean-field analysis of a neural network with stochastic STDP
by: Helson, Pascal, et al.
Published: (2025)
by: Helson, Pascal, et al.
Published: (2025)
Linear equivalence of nonlinear recurrent neural networks
by: Clark, David G.
Published: (2026)
by: Clark, David G.
Published: (2026)
A robust balancing mechanism for spiking neural networks
by: Politi, Antonio, et al.
Published: (2024)
by: Politi, Antonio, et al.
Published: (2024)
Applications of information geometry to spiking neural network behavior
by: Crosser, Jacob T., et al.
Published: (2023)
by: Crosser, Jacob T., et al.
Published: (2023)
On the synaptic matrix eigenvalues of sparsely connected neural networks
by: Ansari, Mohd. Gayas, et al.
Published: (2026)
by: Ansari, Mohd. Gayas, et al.
Published: (2026)
Task learning through stimulation-induced plasticity in neural networks
by: Borra, Francesco, et al.
Published: (2024)
by: Borra, Francesco, et al.
Published: (2024)
Coexistence of asynchronous and clustered dynamics in noisy inhibitory neural networks
by: Feld, Yannick, et al.
Published: (2024)
by: Feld, Yannick, et al.
Published: (2024)
Coherent oscillations in balanced neural networks driven by endogenous fluctuations
by: Di Volo, Matteo, et al.
Published: (2021)
by: Di Volo, Matteo, et al.
Published: (2021)
Discrete synaptic events induce global oscillations in balanced neural networks
by: Goldobin, Denis S., et al.
Published: (2023)
by: Goldobin, Denis S., et al.
Published: (2023)
Solution of a large nonlinear recurrent neural network at fixed connectivity
by: Wakhloo, Albert J.
Published: (2026)
by: Wakhloo, Albert J.
Published: (2026)
Responses to transient perturbation can distinguish intrinsic from latent criticality in spiking neural populations
by: Crosser, Jacob T., et al.
Published: (2025)
by: Crosser, Jacob T., et al.
Published: (2025)
Synaptic shot-noise triggers fast and slow global oscillations in balanced neural networks
by: Goldobin, Denis S., et al.
Published: (2025)
by: Goldobin, Denis S., et al.
Published: (2025)
The dynamics of neural codes in biological and artificial neural networks
by: Morales, Guillermo B.
Published: (2024)
by: Morales, Guillermo B.
Published: (2024)
Theory of enhanced-by-coincidence neural information transmission
by: Ibáñez-Berganza, Miguel, et al.
Published: (2025)
by: Ibáñez-Berganza, Miguel, et al.
Published: (2025)
Structure of activity in multiregion recurrent neural networks
by: Clark, David G., et al.
Published: (2024)
by: Clark, David G., et al.
Published: (2024)
Tricritical behavior in a neural model with excitatory and inhibitory units
by: Almeira, Joaquin, et al.
Published: (2022)
by: Almeira, Joaquin, et al.
Published: (2022)
Connectivity structure and dynamics of nonlinear recurrent neural networks
by: Clark, David G., et al.
Published: (2024)
by: Clark, David G., et al.
Published: (2024)
Spatio-temporal activity patterns induced by triadic interactions in an in silico neural medium
by: Millán, Ana P., et al.
Published: (2024)
by: Millán, Ana P., et al.
Published: (2024)
Suppression of chaos in a partially driven recurrent neural network
by: Takasu, Shotaro, et al.
Published: (2023)
by: Takasu, Shotaro, et al.
Published: (2023)
Synaptic plasticity alters the nature of chaos transition in neural networks
by: Du, Wenkang, et al.
Published: (2024)
by: Du, Wenkang, et al.
Published: (2024)
Statistics of correlations in nonlinear recurrent neural networks
by: Mato, German, et al.
Published: (2025)
by: Mato, German, et al.
Published: (2025)
Emergence of robust memory manifolds
by: Can, Tankut, et al.
Published: (2021)
by: Can, Tankut, et al.
Published: (2021)
Stochastic synaptic dynamics under learning
by: Stubenrauch, Jakob, et al.
Published: (2025)
by: Stubenrauch, Jakob, et al.
Published: (2025)
Scale-free behavior of weight distributions of connectomes
by: Cirunay, Michelle, et al.
Published: (2024)
by: Cirunay, Michelle, et al.
Published: (2024)
From Chaos to Coherence: Effects of High-Order Synaptic Correlations on Neural Dynamics
by: Sherf, Nimrod, et al.
Published: (2025)
by: Sherf, Nimrod, et al.
Published: (2025)
From the perceptron to the cerebellum
by: Brunel, Nicolas, et al.
Published: (2025)
by: Brunel, Nicolas, et al.
Published: (2025)
Tensor formalism for predicting synaptic connections with ensemble modeling or optimization
by: Biswas, Tirthabir, et al.
Published: (2023)
by: Biswas, Tirthabir, et al.
Published: (2023)
Effects of synapse location, delay and background stochastic activity on synchronising hippocampal CA1 neurons
by: Fiasconaro, Alessandro, et al.
Published: (2024)
by: Fiasconaro, Alessandro, et al.
Published: (2024)
Geometric Phase Transition Enables Extreme Hippocampal Memory Capacity
by: Raju, Prashant C.
Published: (2026)
by: Raju, Prashant C.
Published: (2026)
Hippocampal synchronization in a realistic CA1 neuron model
by: Fiasconaro, Alessandro, et al.
Published: (2024)
by: Fiasconaro, Alessandro, et al.
Published: (2024)
Fluctuation-learning relationship in neural networks
by: Kurikawa, Tomoki, et al.
Published: (2024)
by: Kurikawa, Tomoki, et al.
Published: (2024)
Spiking mode-based neural networks
by: Lin, Zhanghan, et al.
Published: (2023)
by: Lin, Zhanghan, et al.
Published: (2023)
Neuronal correlations shape the scaling behavior of memory capacity and nonlinear computational capability of reservoir recurrent neural networks
by: Takasu, Shotaro, et al.
Published: (2025)
by: Takasu, Shotaro, et al.
Published: (2025)
Non-stationary dynamics of interspike intervals in neuronal populations
by: Falorsi, Luca, et al.
Published: (2025)
by: Falorsi, Luca, et al.
Published: (2025)
Statistical mechanics for networks of real neurons
by: Meshulam, Leenoy, et al.
Published: (2024)
by: Meshulam, Leenoy, et al.
Published: (2024)
Competition, stability, and functionality in excitatory-inhibitory neural circuits
by: Betteti, Simone, et al.
Published: (2025)
by: Betteti, Simone, et al.
Published: (2025)
Metastability in networks of nonlinear stochastic integrate-and-fire neurons
by: Paliwal, Siddharth, et al.
Published: (2024)
by: Paliwal, Siddharth, et al.
Published: (2024)
Mechanisms underlying the response of mouse cortical networks to optogenetic manipulation
by: Mahrach, Alexandre, et al.
Published: (2019)
by: Mahrach, Alexandre, et al.
Published: (2019)
Global and local synchrony of coupled neurons in small-world networks
by: Masuda, Naoki, et al.
Published: (2024)
by: Masuda, Naoki, et al.
Published: (2024)
Self-consistent stochastic dynamics for finite-size networks of spiking neurons
by: Vinci, Gianni V., et al.
Published: (2021)
by: Vinci, Gianni V., et al.
Published: (2021)
Similar Items
-
Mean-field analysis of a neural network with stochastic STDP
by: Helson, Pascal, et al.
Published: (2025) -
Linear equivalence of nonlinear recurrent neural networks
by: Clark, David G.
Published: (2026) -
A robust balancing mechanism for spiking neural networks
by: Politi, Antonio, et al.
Published: (2024) -
Applications of information geometry to spiking neural network behavior
by: Crosser, Jacob T., et al.
Published: (2023) -
On the synaptic matrix eigenvalues of sparsely connected neural networks
by: Ansari, Mohd. Gayas, et al.
Published: (2026)