206 citations · 879 across the 39 of their papers we have counts for
10 papers · 1 filter
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.…
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…
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…
Fluxonic Processing of Photonic Synapse Events
Jeffrey M. Shainline
Much of the information processing performed by a neuron occurs in the dendritic tree. For neural systems using light for communication, it is advantageous to convert signals to th…
Superconducting Optoelectronic Neurons I: General Principles
Jeffrey M. Shainline, Sonia M. Buckley, Adam N. McCaughan +3
The design of neural hardware is informed by the prominence of differentiated processing and information integration in cognitive systems. The central role of communication leads t…
Superconducting Optoelectronic Neurons V: Networks and Scaling
Jeffrey M. Shainline, Jeff Chiles, Sonia M. Buckley +3
Networks of superconducting optoelectronic neurons are investigated for their near-term technological potential and long-term physical limitations. Networks with short average path…