no code implementations • 15 Nov 2023 • Boxun Xu, Hejia Geng, Yuxuan Yin, Peng Li
We introduce DISTA, a Denoising Spiking Transformer with Intrinsic Plasticity and SpatioTemporal Attention, designed to maximize the spatiotemporal computational prowess of spiking neurons, particularly for vision applications.
no code implementations • 19 Oct 2023 • Yu Wang, Yuxuan Yin, Karthik Somayaji Nanjangud Suryanarayana, Jan Drgona, Malachi Schram, Mahantesh Halappanavar, Frank Liu, Peng Li
Modeling dynamical systems is crucial for a wide range of tasks, but it remains challenging due to complex nonlinear dynamics, limited observations, or lack of prior knowledge.
no code implementations • 4 May 2023 • Yuxuan Yin, Yu Wang, Peng Li
$\texttt{TSBO}$ incorporates a teacher model, an unlabeled data sampler, and a student model.