149 citations · 159 across the 3 of their papers we have counts for
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cs.NE2019★ 8 cited
Embodied Neuromorphic Vision with Event-Driven Random Backpropagation
Jacques Kaiser, Alexander Friedrich, J. Camilo Vasquez Tieck +4
Spike-based communication between biological neurons is sparse and unreliable. This enables the brain to process visual information from the eyes efficiently. Taking inspiration fr…
cs.NE2019★ 149 cited
Surrogate Gradient Learning in Spiking Neural Networks
Emre O. Neftci, Hesham Mostafa, Friedemann Zenke
Spiking neural networks are nature's versatile solution to fault-tolerant and energy efficient signal processing. To translate these benefits into hardware, a growing number of neu…