A deep-learning plus iterative-compensation pipeline reconstructs populations of conductance-based neuron models from spike times alone, validated on synthetic spiking and bursting data.
Discovering Precise Temporal Patterns in Large-Scale Neural Recordings through Robust and Interpretable Time Warping
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
q-bio.NC 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Fast reconstruction of degenerate populations of conductance-based neuron models from spike times
A deep-learning plus iterative-compensation pipeline reconstructs populations of conductance-based neuron models from spike times alone, validated on synthetic spiking and bursting data.