Sonia M. Buckley

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 16

Top Topics

Online Training

Lateral Inhibition

Top Venues

Frontiers Comput. Neurosci.

Publications

Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. 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)
A. N. Tait, Sonia M. Buckley, Adam Nykoruk McCaughan, Jeff Chiles, S. Nam, Richard P. Mirin, Jeffrey M. Shainline
Microresonator-Enhanced, Waveguide-Coupled Emission from Silicon Defect Centers for Superconducting Optoelectronic Networks. OFC (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)
Jeffrey M. Shainline, Sonia M. Buckley, Richard P. Mirin, Sae Woo Nam
Neuromorphic computing with integrated photonics and superconductors. ICRC (2016)
Jeffrey M. Shainline, Sonia M. Buckley, Richard P. Mirin, Sae Woo Nam
Superconducting optoelectronic circuits for neuromorphic computing. CoRR (2016)