FIELD NOTES TOPIC
signal processing
2 notes, newest first.
Multi-modal transformer for signal classification in nanopore blockade experiments
Researchers present a deep learning architecture for analyzing complex signals from nanopore blockade experiments. The model, which combines multiple signal representations, outperforms existing methods on a peptide…
Stability of Flow Models for Graph Signals
The paper presents research on the stability of continuous flow models for generating signals on graphs. The authors analyze normalized flow models parameterized by Graph Neural Networks (GNNs) and demonstrate that…
