Recent Advances in Scalable Energy-Efficient and Trustworthy Spiking Neural Networks: from Algorithms to Technology
IEEE International Conference on Acoustics, Speech, and Signal Processing（2024）
Key words
Neural Network,Scalable,Spiking Neural Networks,Deep Neural Network,Sensory Modalities,Vision Sensors,Neuromorphic Computing,Artificial Neural Network,Energy Efficiency,Sparsity,Backpropagation,Vision Tasks,Learning Rule,Temporal Processing,Real-life Applications,Attention Map,Non-volatile Memory,CMOS Technology,Natural Language Processing Tasks,Hardware Accelerators,Neuromorphic Systems,Spike-timing-dependent Plasticity,Backpropagation Through Time,Vision Transformer,Foundation Model,Memory Wall,Adversarial Perturbations,Neuromorphic Hardware,Time Step,Number Of Steps
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