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ORCIDSonia M. Buckley
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2020 – today
- 2023
[i11]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 abs/2303.03986 (2023)- [i10]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 Michael 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 abs/2304.04640 (2023) - 2022
- [c4]Sonia M. Buckley, Adam N. McCaughan:
A general approach to fast online training of modern datasets on real neuromorphic systems without backpropagation. ICONS 2022: 18:1-18:8 - [i9]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 abs/2204.09665 (2022) - 2021
- [j1]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: 627357 (2021) - [e1]Thomas E. Potok, Melika Payvand, Catherine D. Schuman, Prasanna Date, Mutsumi Kimura, Cory E. Merkel, Brad Aimone, Sonia M. Buckley, Yiran Chen, Gregory Cohen, Todd Hylton, Robert M. Patton, Robinson E. Pino, Garrett S. Rose:
ICONS 2021: International Conference on Neuromorphic Systems 2021, Knoxville, TN, USA, July 27-29, 2021. ACM 2021, ISBN 978-1-4503-8691-3 [contents] - [i8]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 abs/2103.01152 (2021) - 2020
- [c3]Alexander N. Tait, Sonia M. Buckley, Adam Nykoruk McCaughan, Jeff Chiles, Sae Woo Nam, Richard P. Mirin, Jeffrey M. Shainline:
Microresonator-Enhanced, Waveguide-Coupled Emission from Silicon Defect Centers for Superconducting Optoelectronic Networks. OFC 2020: 1-3
2010 – 2019
- 2018
- [c2]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: 1-7 - [i7]Jeffrey M. Shainline, Sonia M. Buckley, Adam N. McCaughan, Jeff Chiles, Richard P. Mirin, Sae Woo Nam:
Superconducting Optoelectronic Neurons I: General Principles. CoRR abs/1805.01929 (2018) - [i6]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 abs/1805.01937 (2018) - [i5]Jeffrey M. Shainline, Adam N. McCaughan, Sonia M. Buckley, Richard P. Mirin, Sae Woo Nam:
Superconducting Optoelectronic Neurons IV: Transmitter Circuits. CoRR abs/1805.01941 (2018) - [i4]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 abs/1805.01942 (2018) - [i3]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 abs/1805.01947 (2018) - [i2]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 abs/1805.02599 (2018) - 2016
- [c1]Jeffrey M. Shainline, Sonia M. Buckley, Richard P. Mirin, Sae Woo Nam:
Neuromorphic computing with integrated photonics and superconductors. ICRC 2016: 1-8 - [i1]Jeffrey M. Shainline, Sonia M. Buckley, Richard P. Mirin, Sae Woo Nam:
Superconducting optoelectronic circuits for neuromorphic computing. CoRR abs/1610.00053 (2016)
Coauthor Index
aka: Adam N. McCaughan
aka: Jeffrey M. Shainline
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