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Photonics for artificial intelligence and neuromorphic computing
Research in photonic computing has flourished due to the proliferation of optoelectronic
components on photonic integration platforms. Photonic integrated circuits have enabled …
components on photonic integration platforms. Photonic integrated circuits have enabled …
Neuromorphic photonic integrated circuits
This paper reviews some recent progress in the field of neuromorphic photonics, with a
particular focus on scalability. We provide a framework for understanding the underlying …
particular focus on scalability. We provide a framework for understanding the underlying …
An optogenetics‐inspired flexible van der Waals optoelectronic synapse and its application to a convolutional neural network
Optogenetics refers to a technique that uses light to modulate neuronal activity with a high
spatiotemporal resolution, which enables the manipulation of learning and memory …
spatiotemporal resolution, which enables the manipulation of learning and memory …
Integrated photonic neuromorphic computing: opportunities and challenges
Using photons in lieu of electrons to process information has been an exciting technological
prospect for decades. Optical computing is gaining renewed enthusiasm, owing to the …
prospect for decades. Optical computing is gaining renewed enthusiasm, owing to the …
[کتاب][B] Neuromorphic photonics
PR Prucnal, BJ Shastri - 2017 - taylorfrancis.com
This book sets out to build bridges between the domains of photonic device physics and
neural networks, providing a comprehensive overview of the emerging field of" …
neural networks, providing a comprehensive overview of the emerging field of" …
Recent progress in semiconductor excitable lasers for photonic spike processing
Recently, there has been tremendous interest in excitable optoelectronic devices and in
particular excitable semiconductor lasers that could potentially enable unconventional …
particular excitable semiconductor lasers that could potentially enable unconventional …
Progress in neuromorphic photonics
As society's appetite for information continues to grow, so does our need to process this
information with increasing speed and versatility. Many believe that the one-size-fits-all …
information with increasing speed and versatility. Many believe that the one-size-fits-all …
Ultrafast neuromorphic photonic image processing with a VCSEL neuron
The ever-increasing demand for artificial intelligence (AI) systems is underlining a significant
requirement for new, AI-optimised hardware. Neuromorphic (brain-like) processors are one …
requirement for new, AI-optimised hardware. Neuromorphic (brain-like) processors are one …
Ultrafast optical integration and pattern classification for neuromorphic photonics based on spiking VCSEL neurons
In today's data-driven world, the ability to process large data volumes is crucial. Key tasks,
such as pattern recognition and image classification, are well suited for artificial neural …
such as pattern recognition and image classification, are well suited for artificial neural …
[HTML][HTML] Spike processing with a graphene excitable laser
Novel materials and devices in photonics have the potential to revolutionize optical
information processing, beyond conventional binary-logic approaches. Laser systems offer a …
information processing, beyond conventional binary-logic approaches. Laser systems offer a …