Harnessing optoelectronic noises in a photonic generative network

Parallel convolutional processing using an integrated photonic tensor core

(2021) J. Feldmann et al.   NATURE

11 TOPS photonic convolutional accelerator for optical neural networks

(2021) Xingyuan Xu et al.   NATURE

Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network

(2021) Changming Wu et al.   Nature Communications

In situ learning using intrinsic memristor variability via Markov chain Monte Carlo sampling

(2021) Thomas Dalgaty et al.   Nature Electronics

Photonics for artificial intelligence and neuromorphic computing

(2021) Bhavin J. Shastri et al.   Nature Photonics

Freely scalable and reconfigurable optical hardware for deep learning

(2021) Liane Bernstein et al.   Scientific Reports

Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit

(2021) Tiankuang Zhou et al.   Nature Photonics

Fully hardware-implemented memristor convolutional neural network

(2020) Peng Yao et al.   NATURE

Electronic-photonic arithmetic logic unit for high-speed computing

(2020) Zhoufeng Ying et al.   Nature Communications

Accurate deep neural network inference using computational phase-change memory

(2020) Vinay Joshi et al.   Nature Communications

Memristive GAN in Analog

(2020) O. Krestinskaya et al.   Scientific Reports

Power-efficient combinatorial optimization using intrinsic noise in memristor Hopfield neural networks

(2020) Fuxi Cai et al.   Nature Electronics

Inference in artificial intelligence with deep optics and photonics

(2020) Gordon Wetzstein et al.   NATURE

Scale-, Shift-, and Rotation-Invariant Diffractive Optical Networks

(2020) Deniz Mengu et al.   ACS Photonics

In-memory computing on a photonic platform

(2019) Carlos Ríos et al.   Science Advances

Multi-wavelength selective crossbar switch

(2019) Akhilesh S. P. Khope et al.   OPTICS EXPRESS

All-optical spiking neurosynaptic networks with self-learning capabilities

(2019) J. Feldmann et al.   NATURE

Wafer-scale silicon photonic switches beyond die size limit

(2019) Tae Joon Seok et al.   Optica

Enhancing Reliability of Analog Neural Network Processors

(2019) Suhong Moon et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Monolithic 300 Gb/s Parallel Transmitter in InP-Based Generic Photonic Integration Technology

(2018) Weiming Yao et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Neuromorphic computing with multi-memristive synapses

(2018) Irem Boybat et al.   Nature Communications

How to stop data centres from gobbling up the world’s electricity

(2018) Nicola Jones   NATURE

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks

(2017) Yu-Hsin Chen et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Attojoule Optoelectronics for Low-Energy Information Processing and Communications

(2017) David A. B. Miller   JOURNAL OF LIGHTWAVE TECHNOLOGY

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Temporal correlation detection using computational phase-change memory

(2017) Abu Sebastian et al.   Nature Communications

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

The chips are down for Moore’s law

(2016) M. Mitchell Waldrop   NATURE

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Parallel photonic information processing at gigabyte per second data rates using transient states

(2013) Daniel Brunner et al.   Nature Communications

Scaling Energy Per Operation via an Asynchronous Pipeline

(2012) Bo Marr et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Scalable parallel physical random number generator based on a superluminescent LED

(2011) Xiaowen Li et al.   OPTICS LETTERS

Fast physical random number generator using amplified spontaneous emission

(2010) Caitlin R. S. Williams et al.   OPTICS EXPRESS