2025
PLEIADES: Building Temporal Kernels with Orthogonal Polynomials
NeurIPS 2025poster
We introduce a class of neural networks named PLEIADES (PoLynomial Expansion In Adaptive Distributed Event-based Systems), which contains temporal convolution kernels generated from orthogonal polynomial basis functions. We focus on interfacing these networks with event-based data to perform online…