Improving Reliability of Spiking Neural Networks through Fault Aware Threshold Voltage Optimization

Ayesha Siddique, Khaza Anuarul Hoque

Spiking neural networks have made breakthroughs in computer vision by lending themselves to neuromorphic hardware. However, the neuromorphic hardware lacks parallelism and hence, l…