Author

Iakov Kharitonov

Imperial College London

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Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1

Frequent Co-Authors

Andreï S. KozloviD· 1 shared Linnea EvansoniD· 1 shared Maksim Lavrov· 1 shared Sihao LuiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Andreï S. KozlovORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintOct 26, 2023

Biomimetic computations improve neural network robustness

Linnea Evanson, Maksim Lavrov, Iakov Kharitonov…·Andreï S. Kozlov

This paper introduces a flexible neural network layer that mimics biological neuron behavior, improving robustness to adversarial examples and enhancing performance with small or noisy datasets.

1 citation

deep learningbenchmarking

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