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Deep learning incorporating biologically-inspired neural dynamics
[article]
2019
arXiv
pre-print
Neural networks have become the key technology of artificial intelligence and have contributed to breakthroughs in several machine learning tasks, primarily owing to advances in deep learning applied to Artificial Neural Networks (ANNs). Simultaneously, Spiking Neural Networks (SNNs) incorporating biologically-feasible spiking neurons have held great promise because of their rich temporal dynamics and high-power efficiency. However, the developments in SNNs were proceeding separately from those
arXiv:1812.07040v2
fatcat:bbvknvrgzrcfzkge34nsapq5vy