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20042024
most citedSuperconducting optoelectronic circuits for neuromorphic computing

206 citations · 879 across the 39 of their papers we have counts for

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Showing 2018Show all

9 papers · 1 filter

cs.ET2018

The largest cognitive systems will be optoelectronic

Jeffrey M. Shainline

Electrons and photons offer complementary strengths for information processing. Photons are excellent for communication, while electrons are superior for computation and memory. Co…

cs.NE2018★ 7 cited

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…

q-bio.NC2018★ 4 cited

Superconducting Optoelectronic Neurons II: Receiver Circuits

Jeffrey M. Shainline, Sonia M. Buckley, Adam N. McCaughan +5

Circuits using superconducting single-photon detectors and Josephson junctions to perform signal reception, synaptic weighting, and integration are investigated. The circuits conve…

cs.NE2018★ 4 cited

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…

physics.app-ph2018★ 1 cited

Design, fabrication and metrology of 10100 multi-planar integrated photonic routing manifolds for neural networks

Jeff Chiles, Sonia M. Buckley, Sae Woo Nam +2

We design, fabricate and characterize integrated photonic routing manifolds with 10 inputs and 100 outputs using two vertically integrated planes of silicon nitride waveguides. We…

cs.NE2018★ 3 cited

Superconducting Optoelectronic Neurons IV: Transmitter Circuits

Jeffrey M. Shainline, Adam N. McCaughan, Sonia M. Buckley +2

A superconducting optoelectronic neuron will produce a small current pulse upon reaching threshold. We present an amplifier chain that converts this small current pulse to a voltag…