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 …
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 …
A silicon photonic–electronic neural network for fibre nonlinearity compensation
In optical communication systems, fibre nonlinearity is the major obstacle in increasing the
transmission capacity. Typically, digital signal processing techniques and hardware are …
transmission capacity. Typically, digital signal processing techniques and hardware are …
Broadcast and weight: an integrated network for scalable photonic spike processing
We propose an on-chip optical architecture to support massive parallel communication
among high-performance spiking laser neurons. Designs for a network protocol …
among high-performance spiking laser neurons. Designs for a network protocol …
[LIBRO][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 analog memory-based accelerators for deep learning
We survey recent progress in the use of analog memory devices to build neuromorphic
hardware accelerators for deep learning applications. After an overview of deep learning …
hardware accelerators for deep learning applications. After an overview of deep learning …
A leaky integrate-and-fire laser neuron for ultrafast cognitive computing
We propose an original design for a neuron-inspired photonic computational primitive for a
large-scale, ultrafast cognitive computing platform. The laser exhibits excitability and …
large-scale, ultrafast cognitive computing platform. The laser exhibits excitability and …
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 …
Perspective on photonic memristive neuromorphic computing
Neuromorphic computing applies concepts extracted from neuroscience to develop devices
shaped like neural systems and achieve brain-like capacity and efficiency. In this way …
shaped like neural systems and achieve brain-like capacity and efficiency. In this way …
Principles of neuromorphic photonics
In an age overrun with information, the ability to process reams of data has become crucial.
The demand for data will continue to grow as smart gadgets multiply and become …
The demand for data will continue to grow as smart gadgets multiply and become …