other fields. The paper examines the potential of deep learning for exchange rate forecasting. We systematically compare …-forward networks in terms of their directional forecasting accuracy and the profitability of trading model predictions. Empirical … results indicate the suitability of deep networks for exchange rate forecasting in general but also evidence the difficulty of …