Sebastian Goldt - Publications, H-index & Citations

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Sebastian Goldt

University of Cambridge

13H-index

65Paper Count

699Citation Count

Published Papers 8

Publication Date

Diverse perceptual biases emerge from Hebbian plasticity in a recurrent neural network model

Neuron

IF15

2025-11-05

OAAI

Francesca Schönsberg; Davide Giana; Yukti Chopra; Mathew E. Diamond; Sebastian Goldt

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Fine-tuning neural network quantum states

PHYSICAL REVIEW RESEARCH

IF4.2

2024-12-16

OAAI

Rende, Riccardo; Goldt, Sebastian; Becca, Federico; Viteritti, Luciano Loris

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A simple linear algebra identity to optimize large-scale neural network quantum states

COMMUNICATIONS PHYSICS

IF5.8

2024-08-02

OAAI

Rende, Riccardo; Viteritti, Luciano Loris; Bardone, Lorenzo; Becca, Federico; Goldt, Sebastian

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Mapping of attention mechanisms to a generalized Potts model

PHYSICAL REVIEW RESEARCH

IF4.2

2024-04-16

OAAI

Rende, Riccardo; Gerace, Federica; Laio, Alessandro; Goldt, Sebastian

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The impact of memory on learning sequence-to-sequence tasks

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-03-21

OAAI

Seif, Alireza; Loos, Sarah A. M.; Tucci, Gennaro; Roldan, Edgar; Goldt, Sebastian

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Data-driven emergence of convolutional structure in neural networks

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2022-09-26

OAAI

Ingrosso, Alessandro; Goldt, Sebastian

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Modeling the Influence of Data Structure on Learning in Neural Networks: The Hidden Manifold Model

PHYSICAL REVIEW X

IF15.7

2020-12-03

OAAI

Goldt, Sebastian; Mezard, Marc; Krzakala, Florent; Zdeborova, Lenka

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Role of the potential landscape on the single-file diffusion through channels

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2014-12-09

OAAI

Goldt, S. D.; Terentjev, E. M.

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Research Directions