206 citations · 879 across the 39 of their papers we have counts for
39 papers
Relating Superconducting Optoelectronic Networks to Classical Neurodynamics
Jeffrey M. Shainline, Bryce A. Primavera, Ryan O'Loughlin
The circuits comprising superconducting optoelectronic synapses, dendrites, and neurons are described by numerically cumbersome and formally opaque coupled differential equations.…
Programmable Superconducting Optoelectronic Single-Photon Synapses with Integrated Multi-State Memory
Bryce A. Primavera, Saeed Khan, Richard P. Mirin +2
The co-location of memory and processing is a core principle of neuromorphic computing. A local memory device for synaptic weight storage has long been recognized as an enabling el…
Monolithic Integration of Superconducting-Nanowire Single-Photon Detectors with Josephson Junctions for Scalable Single-photon Sensing
Saeed Khan, Bryce A. Primavera, Richard P. Mirin +2
We demonstrate superconducting single-photon detectors that integrate signals locally at each pixel. This capability is realized by the monolithic integration of superconducting-na…
Phenomenological Model of Superconducting Optoelectronic Loop Neurons
Jeffrey M. Shainline, Bryce A. Primavera, Saeed Khan
Superconducting optoelectronic loop neurons are a class of circuits potentially conducive to networks for large-scale artificial cognition. These circuits employ superconducting co…
Demonstration of Superconducting Optoelectronic Single-Photon Synapses
Saeed Khan, Bryce A. Primavera, Jeff Chiles +10
Superconducting optoelectronic hardware is being explored as a path towards artificial spiking neural networks with unprecedented scales of complexity and computational ability. Su…
An active dendritic tree can mitigate fan-in limitations in superconducting neurons
Bryce A. Primavera, Jeffrey M. Shainline
Superconducting electronic circuits have much to offer with regard to neuromorphic hardware. Superconducting quantum interference devices (SQUIDs) can serve as an active element to…