We are excited about another year of SNUFA our friendly focus meeting on spiking neural networks that solve real-world problems. Check out our work on SNNs in biologically plausible olfactory memory networks, decoding BMI data, and efficient streaming speech quality prediction for embedded ultra-low power systems.