Author

Jean-Baptiste Bardin

École Polytechnique Fédérale de Lausanne

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Gard SpreemanniD· 1 shared Kathryn P. HessiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperNeuroscience

Gard SpreemannORCID

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1 paper

Recent·Most cited

Topological exploration of artificial neuronal network dynamics

Jean-Baptiste Bardin, Gard Spreemann, Kathryn P. Hess

The paper uses algebraic topology to classify artificial neuronal network dynamics by analyzing topological features from spike-train distances, showing improved classification accuracy with multiple distance measures.

Network Neuroscience · Jan 1, 2019Peer-reviewedNeuroscience