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Employment (1)

Harvard University: Cambridge, US

2024-07 to present | Junior Fellow (Society of Fellows)
Employment
Source: Self-asserted source
Jacob Zavatone-Veth

Education and qualifications (1)

Harvard University: Cambridge, US

2019-08 to 2024-05 | Ph.D. (Physics)
Education
Source: Self-asserted source
Jacob Zavatone-Veth

Works (26)

Combining Sampling Methods with Attractor Dynamics in Spiking Models of Head-Direction Systems

2025-02-26 | Preprint
DOI: 10.1101/2025.02.25.640158
Contributors: Vojko Pjanovic; Jacob Zavatone-Veth; Paul Masset; Sander Keemink; Michele Nardin
Source: check_circle
Crossref

Nadaraya–Watson kernel smoothing as a random energy model

Journal of Statistical Mechanics: Theory and Experiment
2025-01-01 | Journal article
DOI: 10.1088/1742-5468/ada49a
Part of ISSN: 1742-5468
Contributors: Jacob A Zavatone-Veth; Cengiz Pehlevan
Source: Self-asserted source
Jacob Zavatone-Veth via Crossref Metadata Search

A Model of Place Field Reorganization During Reward Maximization

2024-12-16 | Preprint
DOI: 10.1101/2024.12.12.627755
Contributors: M Ganesh Kumar; Blake Bordelon; Jacob A. Zavatone-Veth; Cengiz Pehlevan
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Crossref

Learning curves for deep structured Gaussian feature models*

Journal of Statistical Mechanics: Theory and Experiment
2024-10-21 | Journal article
DOI: 10.1088/1742-5468/ad642a
Part of ISSN: 1742-5468
Contributors: Jacob A Zavatone-Veth; Cengiz Pehlevan
Source: Self-asserted source
Jacob Zavatone-Veth via Crossref Metadata Search

Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics

2024-05-26 | Preprint
DOI: 10.1101/2024.05.24.595741
Contributors: William Qian; Jacob A. Zavatone-Veth; Benjamin S. Ruben; Cengiz Pehlevan
Source: check_circle
Crossref

Neural Circuits for Fast Poisson Compressed Sensing in the Olfactory Bulb

2023-06-24 | Preprint
DOI: 10.1101/2023.06.21.545947
Contributors: Jacob A. Zavatone-Veth; Paul Masset; William L. Tong; Joseph D. Zak; Venkatesh N. Murthy; Cengiz Pehlevan
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Crossref

Replica method for eigenvalues of real Wishart product matrices

SciPost Physics Core
2023-04-05 | Journal article
DOI: 10.21468/scipostphyscore.6.2.026
Part of ISSN: 2666-9366
Contributors: Jacob A. Zavatone-Veth; Cengiz Pehlevan
Source: Self-asserted source
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Asymptotics of representation learning in finite Bayesian neural networks*

Journal of Statistical Mechanics: Theory and Experiment
2022-11-01 | Journal article
DOI: 10.1088/1742-5468/ac98a6
Part of ISSN: 1742-5468
Contributors: Jacob A Zavatone-Veth; Abdulkadir Canatar; Benjamin S Ruben; Cengiz Pehlevan
Source: Self-asserted source
Jacob Zavatone-Veth

Excitatory and inhibitory neural dynamics jointly tune motion detection

Current Biology
2022-09 | Journal article
DOI: 10.1016/j.cub.2022.06.075
Part of ISSN: 0960-9822
Contributors: Aneysis D. Gonzalez-Suarez; Jacob A. Zavatone-Veth; Juyue Chen; Catherine A. Matulis; Bara A. Badwan; Damon A. Clark
Source: Self-asserted source
Jacob Zavatone-Veth

Drifting neuronal representations: Bug or feature?

Biological Cybernetics
2022-06 | Journal article
DOI: 10.1007/s00422-021-00916-3
Contributors: Paul Masset; Shanshan Qin; Jacob A. Zavatone-Veth
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Crossref

Contrasting random and learned features in deep Bayesian linear regression

Physical Review E
2022-06-16 | Journal article
DOI: 10.1103/PhysRevE.105.064118
Contributors: Jacob A. Zavatone-Veth; William L. Tong; Cengiz Pehlevan
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Crossref

Natural gradient enables fast sampling in spiking neural networks

2022-06-05 | Preprint
DOI: 10.1101/2022.06.03.494680
Contributors: Paul Masset; Jacob A. Zavatone-Veth; J. Patrick Connor; Venkatesh N. Murthy; Cengiz Pehlevan
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Crossref

Parallel locomotor control strategies in mice and flies

Current Opinion in Neurobiology
2022-04 | Journal article
DOI: 10.1016/j.conb.2022.01.001
Part of ISSN: 0959-4388
Contributors: Ana I. Gonçalves; Jacob A. Zavatone-Veth; Megan R. Carey; Damon Clark
Source: Self-asserted source
Jacob Zavatone-Veth

On Neural Network Kernels and the Storage Capacity Problem

Neural Computation
2022-04-15 | Journal article
DOI: 10.1162/neco_a_01494
Part of ISSN: 0899-7667
Part of ISSN: 1530-888X
Source: Self-asserted source
Jacob Zavatone-Veth

Manipulating neural dynamics to tune motion detection

2021-11-03 | Other
DOI: 10.1101/2021.11.02.466844
Contributors: Aneysis D. Gonzalez-Suarez; Jacob A. Zavatone-Veth; Juyue Chen; Catherine A. Matulis; Bara A. Badwan; Damon A. Clark
Source: check_circle
Crossref

Depth induces scale-averaging in overparameterized linear Bayesian neural networks

2021 55th Asilomar Conference on Signals, Systems, and Computers
2021-10-31 | Conference paper
DOI: 10.1109/ieeeconf53345.2021.9723137
Contributors: Jacob A. Zavatone-Veth; Cengiz Pehlevan
Source: Self-asserted source
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Activation function dependence of the storage capacity of treelike neural networks

Physical Review E
2021-02-19 | Journal article
DOI: 10.1103/PhysRevE.103.L020301
Contributors: Jacob A. Zavatone-Veth; Cengiz Pehlevan
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Crossref

Correction: The manifold structure of limb coordination in walking Drosophila

eLife
2020-12-04 | Journal article
DOI: 10.7554/eLife.65214
Contributors: Brian D DeAngelis; Jacob A Zavatone-Veth; Damon A Clark
Source: check_circle
Crossref

Statistical structure of the trial-to-trial timing variability in synfire chains

Physical Review E
2020-11-10 | Journal article
DOI: 10.1103/PhysRevE.102.052406
Contributors: Dina Obeid; Jacob A. Zavatone-Veth; Cengiz Pehlevan
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Crossref

Spatiotemporally precise optogenetic activation of sensory neurons in freely walking Drosophila

eLife
2020-04-22 | Journal article
DOI: 10.7554/eLife.54183
Contributors: Brian D DeAngelis; Jacob A Zavatone-Veth; Aneysis D Gonzalez-Suarez; Damon A Clark
Source: check_circle
Crossref

Statistical structure of the trial-to-trial timing variability in synfire chains

2020-03-24 | Preprint
DOI: 10.1101/2020.03.21.001503
Contributors: Dina Obeid; Jacob A. Zavatone-Veth; Cengiz Pehlevan
Source: check_circle
Crossref

A minimal synaptic model for direction selective neurons in Drosophila

Journal of Vision
2020-02-10 | Journal article
DOI: 10.1167/jov.20.2.2
Part of ISSN: 1534-7362
Contributors: Jacob A. Zavatone-Veth; Bara A. Badwan; Damon A. Clark
Source: Self-asserted source
Jacob Zavatone-Veth via Crossref Metadata Search

Using slow frame rate imaging to extract fast receptive fields

Nature Communications
2019-10-31 | Journal article
DOI: 10.1038/s41467-019-12974-0
Contributors: Omer Mano; Matthew S. Creamer; Catherine A. Matulis; Emilio Salazar-Gatzimas; Juyue Chen; Jacob A. Zavatone-Veth; Damon A. Clark
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Crossref

Dynamic nonlinearities enable direction opponency in Drosophila elementary motion detectors

Nature Neuroscience
2019-08 | Journal article
DOI: 10.1038/s41593-019-0443-y
Contributors: Bara A. Badwan; Matthew S. Creamer; Jacob A. Zavatone-Veth; Damon A. Clark
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Crossref

The manifold structure of limb coordination in walking Drosophila

eLife
2019-06-28 | Journal article
DOI: 10.7554/eLife.46409
Contributors: Brian D DeAngelis; Jacob A Zavatone-Veth; Damon A Clark
Source: check_circle
Crossref

A minimal synaptic model for direction selective neurons in<i>Drosophila</i>

Other
DOI: 10.1101/833970
Contributors: Jacob A. Zavatone-Veth; Bara A. Badwan; Damon A. Clark
Source: Self-asserted source
Jacob Zavatone-Veth via Crossref Metadata Search

Peer review (4 reviews for 4 publications/grants)

Review activity for Nature communications (1)
Review activity for Nature computational science. (1)
Review activity for PLoS computational biology. (1)
Review activity for SIAM journal on mathematics of data science. (1)
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