Search Results for author: Mandar M. Sohoni

Found 2 papers, 2 papers with code

Scaling on-chip photonic neural processors using arbitrarily programmable wave propagation

1 code implementation27 Feb 2024 Tatsuhiro Onodera, Martin M. Stein, Benjamin A. Ash, Mandar M. Sohoni, Melissa Bosch, Ryotatsu Yanagimoto, Marc Jankowski, Timothy P. McKenna, Tianyu Wang, Gennady Shvets, Maxim R. Shcherbakov, Logan G. Wright, Peter L. McMahon

On-chip photonic processors for neural networks have potential benefits in both speed and energy efficiency but have not yet reached the scale at which they can outperform electronic processors.

Vowel Classification

Image sensing with multilayer, nonlinear optical neural networks

1 code implementation27 Jul 2022 Tianyu Wang, Mandar M. Sohoni, Logan G. Wright, Martin M. Stein, Shi-Yuan Ma, Tatsuhiro Onodera, Maxwell G. Anderson, Peter L. McMahon

In image sensing, a measurement, such as of an object's position, is performed by computational analysis of a digitized image.

Image Classification

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