Eigenvector-driven data compression exhibits ultra-high 10^8 images/sec inference on integrated photonic neuromorphic platforms

https://www.eurekalert.org/news-releases/1137629

"optical time-division multiplexing exhibits limited latency/ bandwidth... overcome projecting high-dimensional input data into task-relevant subspace, reducing data processed by order of magnitude... downstream decompression reconstructs hidden-layer output signals maintaining high computational fidelity... continuous-wave optical platform/ custom-fabricated photonic neuro-synaptic spiking chip... 100M images/ sec, 600M time-series data points/ sec... high-throughput, low-power, neuromorphic"