"sequence learning tasks" Papers

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P-SPIKESSM: HARNESSING PROBABILISTIC SPIKING STATE SPACE MODELS FOR LONG-RANGE DEPENDENCY TASKS

Malyaban Bal, Abhronil Sengupta

ICLR 2025posterarXiv:2406.02923
11
citations

Balanced Resonate-and-Fire Neurons

Saya Higuchi, Sebastian Kairat, Sander Bohte et al.

ICML 2024posterarXiv:2402.14603

What Can Transformer Learn with Varying Depth? Case Studies on Sequence Learning Tasks

Xingwu Chen, Difan Zou

ICML 2024poster