David J. Moss

Integrated platforms and techniques for photonic neural networks

Haoran Zhang, Yuhang Song, Shifan Chen, Yunping Bai et autres

Neural networks (NNs) have been widely applied in computer vision, natural language processing, and beyond. As the miniaturization of semiconductor transistors nears its limits, thereby bringing Moore’s law to an end, photonic neural networks (PNNs), which leverage photons rather than electrons as …

cn, hk, au (code pays fourni par la source)

Review on Integrated Photonic Neural Networks

Xingyuan Xu, David J. Moss

Neural networks (NNs), inspired by the biological visual cortex, have been widely applied in computer vision, natural language processing, and beyond. As Moore's Law approaches its physical limits, photonic neural networks (PNNs), which leverage photons rather than electrons as information carriers, have …

cn, au (code pays fourni par la source)

Ultrahigh speed artificial intelligence and signal processing using Kerr soliton crystal microcombs (Conference Presentation)

David J. Moss

We report optical neural networks (ONNs) and other ultra-high speed signal processing based on integrated Kerr micro-comb sources that is programmable, highly scalable and capable of reaching ultra-high speeds. We demonstrate a convolutional accelerator operating at 11 Tera-OPS/s (TOPS) on 250,000 pixel …

au (code pays fourni par la source)

Ultrahigh bandwidth signal processing and neuromorphic computing based on integrated Kerr microcombs

Yang Sun, Jiayang Wu, Yang Li, Xingyuan Xu et autres

Roadmap on Neuromorphic Photonics

Daniel Brunner, Bhavin J. Shastri, Mohammed Qadasi, Hitesh Ballani et autres

This roadmap consolidates recent advances while exploring emerging applications, reflecting the remarkable diversity of hardware platforms, neuromorphic concepts, and implementation philosophies reported in the field. It emphasizes the critical role of cross-disciplinary collaboration in this rapidly evolving field.

fr, be, de, us, ca (code pays fourni par la source)

Scalable architectures for CMOS and telecom-compatible quantum information processing

Nicola Montaut, Piotr Roztocki, Hao Yu, Mario Chemnitz et autres

Quantum technologies harness nonclassical features of particles, here, photons, to develop novel, efficient, and precise devices for information processing applications. Superposition, entanglement, as well as the coherent manipulation of quantum states are at the heart of the second quantum revolution (quantum 2.0) …

ca, de, fr, it, hk, cn (code pays fourni par la source)

Customizing Supercontinuum Generation Via Adaptive On-Chip Pulse Splitting

Benjamin Wetzel, David J. Moss, Alessia Pasquazi, Marco Peccianti et autres

Modern optical systems increasingly rely on complex physical processes. Advanced light sources, such as supercontinuum (SC) [1], are highly sought for imaging and metrology, and are based on nonlinear dynamics where the output properties must often finely match target performance characteristics. However, …

ca, au, gb, us, cn, hk, ru (code pays fourni par la source)