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Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies.

, , , , , , , and . CoRR, (2024)

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Target Controllability of Two-Layer Multiplex Networks Based on Network Flow Theory., , , , , , and . IEEE Trans. Cybern., 51 (5): 2699-2711 (2021)Endowing Spiking Neural Networks with Homeostatic Adaptivity for APS-DVS Bimodal Scenarios., , and . ICMI Companion, page 12-17. ACM, (2022)HASP: Hierarchical Asynchronous Parallelism for Multi-NN Tasks., , , , , , , , , and 1 other author(s). IEEE Trans. Computers, 73 (2): 366-379 (February 2024)Spike Attention Coding for Spiking Neural Networks., , , , and . IEEE Trans. Neural Networks Learn. Syst., 35 (12): 18892-18898 (December 2024)Tianjic: A Unified and Scalable Chip Bridging Spike-Based and Continuous Neural Computation., , , , , , , , , and 6 other author(s). IEEE J. Solid State Circuits, 55 (8): 2228-2246 (2020)GXNOR-Net: Training deep neural networks with ternary weights and activations without full-precision memory under a unified discretization framework, , , , and . (2017)cite arxiv:1705.09283Comment: 11 pages, 13 figures.Efficient GCN Deployment with Spiking Property on Spatial-Temporal Neuromorphic Chips., , , and . ICONS, page 21:1-21:8. ACM, (2023)Adaptive Synaptic Scaling in Spiking Networks for Continual Learning and Enhanced Robustness., , , , , , , and . IEEE Trans. Neural Networks Learn. Syst., 36 (3): 5151-5165 (March 2025)Real-time Tracking Based on Neuromrophic Vision., , and . CoRR, (2015)ARLIF: A Flexible and Efficient Recurrent Neuronal Model for Sequential Tasks., , , , and . HBAI@IJCAI, volume 1369 of Communications in Computer and Information Science, page 1-13. Springer, (2020)