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FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Networks With Efficient DSP and Memory Optimization.

, , , , and . IEEE Trans. Very Large Scale Integr. Syst., 31 (8): 1178-1191 (August 2023)

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Brain-inspired Balanced Tuning for Spiking Neural Networks., , , and . IJCAI, page 1653-1659. ijcai.org, (2018)BrainCog: A Spiking Neural Network based Brain-inspired Cognitive Intelligence Engine for Brain-inspired AI and Brain Simulation., , , , , , , , , and 9 other author(s). CoRR, (2022)EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision., , , , , and . CoRR, (2024)Spiking generative adversarial network with attention scoring decoding., , and . Neural Networks, (2024)Brain-inspired and Self-based Artificial Intelligence., , , , , , , , , and 10 other author(s). CoRR, (2024)Enhancing Spiking Transformers with Binary Attention Mechanisms., , , and . Tiny Papers @ ICLR, OpenReview.net, (2024)Bullying10K: A Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition., , , , and . CoRR, (2023)FireFly v2: Advancing Hardware Support for High-Performance Spiking Neural Network With a Spatiotemporal FPGA Accelerator., , , , and . IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 43 (9): 2647-2660 (September 2024)BSNN: Towards Faster and Better Conversion of Artificial Neural Networks to Spiking Neural Networks with Bistable Neurons., , and . CoRR, (2021)An Unsupervised Spiking Neural Network Inspired By Biologically Plausible Learning Rules and Connections., , , and . CoRR, (2022)