Efficient State Space Model via Fast Tensor Convolution and Block Diagonalization

Tongyi Liang, Han-Xiong Li

Existing models encounter bottlenecks in balancing performance and computational efficiency when modeling long sequences. Although the state space model (SSM) has achieved remarkab…