Photonic Neural Networks
A special issue of Photonics (ISSN 2304-6732).
Deadline for manuscript submissions: closed (15 February 2022) | Viewed by 3080
Special Issue Editor
Special Issue Information
Dear Colleagues,
Artificial neural networks (ANNs) are recognized for their enormous potential across many scientific disciplines and economic sectors. They have therefore rapidly evolved in the past decade. Although traditional computing architectures such as central processing units (CPUs) or graphic processing units (GPUs) were originally used by computer science experts to implement their ANN algorithms and ideas, growing expectations in the artificial intelligence (AI) industry demands faster and more power efficient computing solutions to run demanding deep learning tasks. The developments in ANNs coincide with tremendous developments in the field of photonic materials and integrated photonic circuits. Over the years, photonic computing studies and products have demonstrated a clear advantage in communication and processing speed over their electronic rivals due to the inherent parallelism of the bosonic nature of light. Furthermore, many linear and non-linear transformations were demonstrated using passive optical components, meta devices, and active photonic components. To further advance the field of photonic neural networks (PNN), we encourage you to submit your work to this Special Issue. Original research papers or review articles providing insights into the state-of-the-art and future of the field are welcome. This Special Issue focuses on:
(a) Photonic integrated circuit architectures for matrix multiplications,
(b) Photonic neuromorphic computing,
(c) Reservoir computing,
(d) Device components for implementing nonlinear functions in photonic neural networks, and
(e) Application opportunities for photonic neural networks.
Dr. Mohammad H. Tahersima
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
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