no code implementations • 21 Dec 2023 • Caterina Caccavella, Federico Paredes-Vallés, Marco Cannici, Lyes Khacef
We show that the power consumption of the chip is directly proportional to the number of synaptic operations in the spiking neural network, and we explore the trade-off between power consumption and detection precision with different firing rate regularization, achieving an on-chip face detection mAP[0. 5] of ~0. 6 while consuming only ~20 mW.