46 citations · 57 across the 3 of their papers we have counts for
4 papers
Control-free and efficient integrated photonic neural networks via hardware-aware training and pruning
Tengji Xu, Weipeng Zhang, Jiawei Zhang +8
Integrated photonic neural networks (PNNs) are at the forefront of AI computing, leveraging on light's unique properties, such as large bandwidth, low latency, and potentially low…
Emerging Devices and Packaging Strategies for Electronic-Photonic AI Accelerators
Nicola Peserico, Thomas Ferreira De Lima, Paul R. Prucnal +1
The field of mimicking the structure of the brain on a chip is experiencing interest driven by the demand for machine intelligent applications. However, the power consumption and a…
SIMPEL: Circuit model for photonic spike processing laser neurons
Bhavin J. Shastri, Mitchell A. Nahmias, Alexander N. Tait +2
We propose an equivalent circuit model for photonic spike processing laser neurons with an embedded saturable absorber---a simulation model for photonic excitable lasers (SIMPEL).…
Photonic spike processing: ultrafast laser neurons and an integrated photonic network
Bhavin J. Shastri, Alexander N. Tait, Mitchell A. Nahmias +1
The marriage of two vibrant fields---photonics and neuromorphic processing---is fundamentally enabled by the strong analogies within the underlying physics between the dynamics of…