Scaling laws and topology-properties of Boolean greedy learning in photonic neural networks
2019
Since recent years artificial intelligence and more particularly neural networks play a major role in our technological societies. Nevertheless, neural networks still remain emulated by traditional computers, resulting in challenging problems such as parallelization, energy efficiency and potentially speed. A change of paradigm is desirable but implementating neural networks in hardware is a non-trivial challenge. One highly promising avenue are optical neural networks [1], potentially avoiding parallelization bottlenecks.
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