Nathan Youngblood

13 papers A* 1A 2Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
LightML: A Photonic Accelerator for Efficient General Purpose Machine Learning.
ISCA
Liang Liu, Sadra Rahimi Kari, Xin Xin, Nathan Youngblood, Youtao Zhang, Jun Yang
2024 J jnl
Leveraging Continuously Differentiable Activation Functions for Learning in Quantized Noisy Environments.
CoRR
Vivswan Shah, Nathan Youngblood
2024 A conf
OFHE: An Electro-Optical Accelerator for Discretized TFHE.
ISLPED
Mengxin Zheng, Cheng Chu, Qian Lou, Nathan Youngblood, Mo Li, Sajjad Moazeni, Lei Jiang
2024 J jnl
OFHE: An Electro-Optical Accelerator for Discretized TFHE.
CoRR
Mengxin Zheng, Cheng Chu, Qian Lou, Nathan Youngblood, Mo Li, Sajjad Moazeni, Lei Jiang
2023 J jnl
In-memory photonic dot-product engine with electrically programmable weight banks.
CoRR
Wen Zhou, Bowei Dong, Nikolaos Farmakidis, Xuan Li, Nathan Youngblood, Kairan Huang, Yuhan He, C. David Wright, Wolfram H. P. Pernice, Harish Bhaskaran
2022 J jnl
AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks.
CoRR
Vivswan Shah, Nathan Youngblood
2021 J jnl
All-optical spiking neurosynaptic networks with self-learning capabilities.
CoRR
Johannes Feldmann, Nathan Youngblood, C. David Wright, Harish Bhaskaran, Wolfram H. P. Pernice
2021 J jnl
Parallel convolutional processing using an integrated photonic tensor core.
Nat.
Johannes Feldmann, Nathan Youngblood, Maxim Karpov, Helge Gehring, Xuan Li, Maik Stappers, Manuel Le Gallo, Xin Fu, Anton Lukashchuk, Arslan S. Raja, Junqiu Liu, C. David Wright, Abu Sebastian, Tobias J. Kippenberg, Wolfram H. P. Pernice, Harish Bhaskaran
2020 A conf
LightBulb: A Photonic-Nonvolatile-Memory-based Accelerator for Binarized Convolutional Neural Networks.
DATE
Farzaneh Zokaee, Qian Lou, Nathan Youngblood, Weichen Liu, Yiyuan Xie, Lei Jiang
2020 J jnl
Monadic Pavlovian associative learning in a backpropagation-free photonic network.
CoRR
James Y. S. Tan, Zengguang Cheng, Xuan Li, Nathan Youngblood, Utku E. Ali, C. David Wright, Wolfram H. P. Pernice, Harish Bhaskaran
2020 J jnl
Parallel convolution processing using an integrated photonic tensor core.
CoRR
Johannes Feldmann, Nathan Youngblood, Maxim Karpov, Helge Gehring, Xuan Li, Manuel Le Gallo, Xin Fu, Anton Lukashchuk, Arslan Raja, Junqiu Liu, C. David Wright, Abu Sebastian, Tobias Kippenberg, Wolfram H. P. Pernice, Harish Bhaskaran
2019 — conf
Integrated Phase-Change Photonics: A Strategy for Merging Communication and Computing.
OFC
C. David Wright, Harish Bhaskaran, Wolfram H. P. Pernice, Santiago Garcia-Cuevas Carrillo, Emanuele Gemo, Anna Baldycheva, Zengguang Cheng, Xuan Li, Carlos Ríos, Nathan Youngblood, Johannes Feldmann, Nico Gruhler, Matthias Stegmaier
2018 J jnl
In-memory computing on a photonic platform.
CoRR
Carlos Ríos, Nathan Youngblood, Zengguang Cheng, Manuel Le Gallo, Wolfram H. P. Pernice, C. David Wright, Abu Sebastian, Harish Bhaskaran