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Publications
2025
Learning in the overparametrized brain
N. Alex Cayco-Gajic
Nature Reviews Neuroscience
December, 2025
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Curl Descent : Non-Gradient Learning Dynamics with Sign-Diverse Plasticity
H. Ninou
,
J. Kadmon
,
N. Alex Cayco-Gajic
NeurIPS 2025
September, 2025
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Role of gap junctions and clustered connectivity in emergent synchronization patterns of inhibitory neuronal networks
H. Todd
,
M. Desroches
,
N. Alex Cayco-Gajic
,
B. Gutkin
Physical Review E 112
July, 2025
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Distributed learning across fast and slow neural systems supports efficient motor adaptation
L. Agueci
,
N. Alex Cayco-Gajic
bioRxiv
June, 2025
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2024
Dimensionality reduction beyond neural subspaces with slice tensor component analysis
A. Pellegrino *
,
H. Stein *
,
N. A. Cayco-Gajic
Nature Neuroscience
May, 2024
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The role of gap junctions and clustered connectivity in emergent synchronisation patterns of inhibitory neuronal networks
H. Todd
,
N. A. Cayco-Gajic *
,
B. Gutkin *
arXiv
February, 2024
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2023
Signatures of task learning in neural representations
H. Gurnani
,
N. A. Cayco-Gajic
Current Opinion in Neurobiology
December, 2023
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Cerebellar interneuron activity is triggered by reach endpoint during learning of a complex locomotor task
A. Andrianarivelo
,
H. Stein
,
J. Gabillet
,
C. Batifol
,
A. Jalil
,
N. A. Cayco-Gajic
,
M. Graupner
biorXiv
November, 2023
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Low tensor rank learning of neural dynamics
A. Pellegrino
,
N. A. Cayco-Gajic *
,
A. Chadwick *
Advances in Neural Information Processing Systems 37
August, 2023
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2021
Why does the neocortex need the cerebellum for working memory?
Heike Stein
Journal of Neuroscience
July, 2021
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Cerebellar granule cell axons support high-dimensional representations
F. Lanore
,
N. Alex Cayco-Gajic
,
H. Gurnani
,
A. Silver
Nature Neuroscience
June, 2021
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Code
Dataset
2019
Re-evaluating circuit mechanisms underlying pattern separation
N. Alex Cayco-Gajic
,
R. Angus Silver
Neuron
February, 2019
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2017
Sparse synaptic connectivity is required for decorrelation and pattern separation in feedforward networks
N. Alex Cayco-Gajic
,
C. Clopath
,
R. Angus Silver
Nature Communications
October, 2017
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