Adam N. McCaughan

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 16

Top Topics

Mlp Neural Networks

Online Training

Synaptic Plasticity

Euclidean Geometry

Top Venues

Frontiers Comput. Neurosci.

Publications

Shamiul Alam, Dana S. Rampini, Bakhrom G. Oripov, Adam N. McCaughan, Ahmedullah Aziz
Superconducting Heater Cryotron-Based Reconfigurable Logic Towards Cryogenic IC Camouflaging. CoRR (2023)
Shamiul Alam, Adam N. McCaughan, Ahmedullah Aziz
Reconfigurable Superconducting Logic Using Multi-Gate Switching of a Nano-Cryotron. DRC (2023)
Jack Hutchins, Shamiul Alam, Dana S. Rampini, Bakhrom G. Oripov, Adam N. McCaughan, Ahmedullah Aziz
Machine Learning-powered Compact Modeling of Stochastic Electronic Devices using Mixture Density Networks. CoRR (2023)
Adam N. McCaughan, Bakhrom G. Oripov, Natesh Ganesh, Sae Woo Nam, Andrew Dienstfrey, Sonia M. Buckley
Multiplexed gradient descent: Fast online training of modern datasets on hardware neural networks without backpropagation. CoRR (2023)
Sonia M. Buckley, Adam N. McCaughan
A general approach to fast online training of modern datasets on real neuromorphic systems without backpropagation. ICONS (2022)
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
Demonstration of Superconducting Optoelectronic Single-Photon Synapses. CoRR (2022)
Jimmy Gammell, Sonia M. Buckley, Sae Woo Nam, Adam N. McCaughan
Layer-Skipping Connections Improve the Effectiveness of Equilibrium Propagation on Layered Networks. Frontiers Comput. Neurosci. 15 (2021)
Adam N. McCaughan, A. M. Tait, Sonia M. Buckley, D. M. Oh, J. T. Chiles, Jeffrey M. Shainline, Sae Woo Nam
PHIDL: Python CAD layout and geometry creation for nanolithography. CoRR (2021)
Jimmy Gammell, Sae Woo Nam, Adam N. McCaughan
Layer-skipping connections facilitate training of layered networks using equilibrium propagation. ICONS (2020)
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
Design of Superconducting Optoelectronic Networks for Neuromorphic Computing. ICRC (2018)
Jeffrey M. Shainline, Sonia M. Buckley, Adam N. McCaughan, Jeff Chiles, Richard P. Mirin, Sae Woo Nam
Light for communication and superconductors for efficiency in neural computing. CoRR (2018)
Jeffrey M. Shainline, Adam N. McCaughan, Sonia M. Buckley, Christine A. Donnelly, Manuel Castellanos-Beltran, Michael L. Schneider, Richard P. Mirin, Sae Woo Nam
Superconducting Optoelectronic Neurons III: Synaptic Plasticity. CoRR (2018)
Jeffrey M. Shainline, Jeff Chiles, Sonia M. Buckley, Adam N. McCaughan, Richard P. Mirin, Sae Woo Nam
Superconducting Optoelectronic Neurons V: Networks and Scaling. CoRR (2018)
Jeffrey M. Shainline, Sonia M. Buckley, Adam N. McCaughan, Jeff Chiles, Richard P. Mirin, Sae Woo Nam
Superconducting Optoelectronic Neurons I: General Principles. CoRR (2018)
Jeffrey M. Shainline, Sonia M. Buckley, Adam N. McCaughan, Manuel Castellanos-Beltran, Christine A. Donnelly, Michael L. Schneider, Richard P. Mirin, Sae Woo Nam
Superconducting Optoelectronic Neurons II: Receiver Circuits. CoRR (2018)
Jeffrey M. Shainline, Adam N. McCaughan, Sonia M. Buckley, Richard P. Mirin, Sae Woo Nam
Superconducting Optoelectronic Neurons IV: Transmitter Circuits. CoRR (2018)