The massively parallel nature of biological information processing plays an important role for its superiority to human-engineered computing devices. In particular, it may hold the key to overcoming the von Neumann bottleneck that limits contemporary computer architectures. Physical-model neuromorphic devices seek to replicate not only this inheren...

Accelerated physical emulation of Bayesian inference in spiking neural networks

10.48550/arxiv.1807.02389