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Interpretable statistical representations of neural population dynamics
  and geometry
v1v2v3 (latest)

Interpretable statistical representations of neural population dynamics and geometry

Nature Methods (Nat Methods), 2023
6 April 2023
Adam Gosztolai
Robert L. Peach
Alexis Arnaudon
Mauricio Barahona
P. Vandergheynst
ArXiv (abs)PDFHTMLGithub (105★)

Papers citing "Interpretable statistical representations of neural population dynamics and geometry"

6 / 6 papers shown
InputDSA: Demixing then Comparing Recurrent and Externally Driven Dynamics
InputDSA: Demixing then Comparing Recurrent and Externally Driven Dynamics
Ann Huang
Mitchell Ostrow
Satpreet H. Singh
L. Kozachkov
Ila Fiete
Kanaka Rajan
187
6
0
29 Oct 2025
From eye to AI: studying rodent social behavior in the era of machine Learning
From eye to AI: studying rodent social behavior in the era of machine Learning
Giuseppe Chindemi
Camilla Bellone
Benoit Girard
160
0
0
06 Aug 2025
Information-Theoretic Measures on Lattices for High-Order Interactions
Information-Theoretic Measures on Lattices for High-Order InteractionsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Zhaolu Liu
Mauricio Barahona
Robert L. Peach
402
2
0
13 Mar 2025
Structuring Concept Space with the Musical Circle of Fifths by Utilizing Music Grammar Based Activations
Structuring Concept Space with the Musical Circle of Fifths by Utilizing Music Grammar Based Activations
Tofara Moyo
Panashe Chiurunge
359
1
0
22 Feb 2024
DFORM: Diffeomorphic vector field alignment for assessing dynamics
  across learned models
DFORM: Diffeomorphic vector field alignment for assessing dynamics across learned models
Ruiqi Chen
Giacomo Vedovati
Todd S. Braver
ShiNung Ching
155
4
0
15 Feb 2024
Implicit Gaussian process representation of vector fields over arbitrary
  latent manifolds
Implicit Gaussian process representation of vector fields over arbitrary latent manifoldsInternational Conference on Learning Representations (ICLR), 2023
Robert L. Peach
M. Vinao-Carl
Nir Grossman
Michael David
Emma-Jane Mallas
David Sharp
Paresh A. Malhotra
P. Vandergheynst
Adam Gosztolai
296
7
0
28 Sep 2023
1
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