Adam Nykoruk McCaughan

According to our database, Adam Nykoruk McCaughan authored at least 18 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Machine Learning-powered Compact Modeling of Stochastic Electronic Devices using Mixture Density Networks.

Jack Hutchins, Shamiul Alam, Dana S. Rampini, Bakhrom G. Oripov, Adam N. McCaughan, Ahmedullah Aziz

CoRR, 2023

Superconducting Heater Cryotron-Based Reconfigurable Logic Towards Cryogenic IC Camouflaging.

Shamiul Alam, Dana S. Rampini, Bakhrom G. Oripov, Adam N. McCaughan, Ahmedullah Aziz

CoRR, 2023

Multiplexed gradient descent: Fast online training of modern datasets on hardware neural networks without backpropagation.

Adam N. McCaughan, Bakhrom G. Oripov, Natesh Ganesh, Sae Woo Nam, Andrew Dienstfrey, Sonia M. Buckley

CoRR, 2023

Reconfigurable Superconducting Logic Using Multi-Gate Switching of a Nano-Cryotron.

Shamiul Alam, Adam N. McCaughan, Ahmedullah Aziz

Proceedings of the Device Research Conference, 2023

2022

Demonstration of Superconducting Optoelectronic Single-Photon Synapses.

Saeed Khan, Bryce A. Primavera, Jeff Chiles, Adam N. McCaughan, Sonia M. Buckley, Alexander N. Tait, Adriana Lita, John Biesecker, Anna Fox, David Olaya, Richard P. Mirin, Sae Woo Nam, Jeffrey M. Shainline

CoRR, 2022

A general approach to fast online training of modern datasets on real neuromorphic systems without backpropagation.

Sonia M. Buckley, Adam N. McCaughan

Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

2021

Layer-Skipping Connections Improve the Effectiveness of Equilibrium Propagation on Layered Networks.

Jimmy Gammell, Sonia M. Buckley, Sae Woo Nam, Adam N. McCaughan

Frontiers Comput. Neurosci., 2021

PHIDL: Python CAD layout and geometry creation for nanolithography.

Adam N. McCaughan, A. M. Tait, Sonia M. Buckley, D. M. Oh, J. T. Chiles, Jeffrey M. Shainline, Sae Woo Nam

CoRR, 2021

2020

Microresonator-Enhanced, Waveguide-Coupled Emission from Silicon Defect Centers for Superconducting Optoelectronic Networks.

Alexander N. Tait, Sonia M. Buckley, Adam Nykoruk McCaughan, Jeff Chiles, Sae Woo Nam, Richard P. Mirin, Jeffrey M. Shainline

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Layer-skipping connections facilitate training of layered networks using equilibrium propagation.

Jimmy Gammell, Sae Woo Nam, Adam N. McCaughan

Proceedings of the International Conference on Neuromorphic Systems, 2020

2018

Superconducting Optoelectronic Neurons II: Receiver Circuits.

Jeffrey M. Shainline, Sonia M. Buckley, Adam N. McCaughan, Manuel Castellanos-Beltran, Christine A. Donnelly, Michael L. Schneider, Richard P. Mirin, Sae Woo Nam

CoRR, 2018

Light for communication and superconductors for efficiency in neural computing.

Jeffrey M. Shainline, Sonia M. Buckley, Adam N. McCaughan, Jeff Chiles, Richard P. Mirin, Sae Woo Nam

CoRR, 2018

Superconducting Optoelectronic Neurons V: Networks and Scaling.

Jeffrey M. Shainline, Jeff Chiles, Sonia M. Buckley, Adam N. McCaughan, Richard P. Mirin, Sae Woo Nam

CoRR, 2018

Superconducting Optoelectronic Neurons IV: Transmitter Circuits.

Jeffrey M. Shainline, Adam N. McCaughan, Sonia M. Buckley, Richard P. Mirin, Sae Woo Nam

CoRR, 2018

Superconducting Optoelectronic Neurons III: Synaptic Plasticity.

Jeffrey M. Shainline, Adam N. McCaughan, Sonia M. Buckley, Christine A. Donnelly, Manuel Castellanos-Beltran, Michael L. Schneider, Richard P. Mirin, Sae Woo Nam

CoRR, 2018

Superconducting Optoelectronic Neurons I: General Principles.

Jeffrey M. Shainline, Sonia M. Buckley, Adam N. McCaughan, Jeff Chiles, Richard P. Mirin, Sae Woo Nam

CoRR, 2018

Design of Superconducting Optoelectronic Networks for Neuromorphic Computing.

Sonia M. Buckley, Adam N. McCaughan, Jeff Chiles, Richard P. Mirin, Sae Woo Nam, Jeffrey M. Shainline, Grant Bruer, James S. Plank, Catherine D. Schuman

Proceedings of the 2018 IEEE International Conference on Rebooting Computing, 2018

2015

Superconducting thin film nanoelectronics.

Adam Nykoruk McCaughan

PhD thesis, 2015