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researcher

Tyler W. Hughes

13 papers hereh-index 162.6k citations39 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author7
  • middle author6

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • physics.optics9
  • cs.ET2
  • eess.SP1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedTraining of photonic neural networks through in situ backpropagation

502 citations · 2.4k across the 13 of their papers we have counts for

collaborators
Showing eess.SPShow all

1 paper · 1 filter

eess.SP2019★ 356 cited

Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks

Ian A. D. Williamson, Tyler W. Hughes, Momchil Minkov +3

We introduce an electro-optic hardware platform for nonlinear activation functions in optical neural networks. The optical-to-optical nonlinearity operates by converting a small po…

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