Risk Forecasting in Financial Management for Public Companies Using Efficient Multi-layer Diffusion Sea-horse Kernel Convolutional Spiking Attention Neural Network in the Digital Economy

Key Points

• Risk forecasting improves financial planning and decision-making, leading to more informed strategies.
• The neural network model incorporates convolutional spikes and attention mechanisms for enhanced accuracy.
• The analysis utilizes a multi-layer diffusion approach to capture complex data patterns effectively.
• Such models support strategic financial management, though real-world application may require adaptation.