A Diagonal Structured State Space Model on Loihi 2 for Efficient Streaming Sequence Processing

Svea Marie Meyer, Philipp Weidel, Philipp Plank +4

Deep State-Space Models (SSM) demonstrate state-of-the art performance on long-range sequence modeling tasks. While the recurrent structure of SSMs can be efficiently implemented a…