# ECG-Soup: Harnessing Multi-Layer Synergy for ECG Foundation Models

## TL;DR

This paper introduces ECG-Soup, a transformer-based foundation model that leverages multi-layer synergy to improve ECG analysis across various applications.

## Contribution

It proposes a novel multi-layer synergy approach for ECG foundation models, enhancing their performance and generalization capabilities.

## Key findings

- Achieved state-of-the-art results on multiple ECG benchmarks.
- Demonstrated improved downstream task performance.
- Showed robustness across diverse ECG datasets.

## Abstract

Transformer-based foundation models for Electrocardiograms (ECGs) have recently achieved impressive performance in many downstream applications.