Recent advances and future prospects for memristive materials, devices, and systems

MK Song, JH Kang, X Zhang, W Ji, A Ascoli… - ACS …, 2023 - ACS Publications
Memristive technology has been rapidly emerging as a potential alternative to traditional
CMOS technology, which is facing fundamental limitations in its development. Since oxide …

[HTML][HTML] Photonic multiplexing techniques for neuromorphic computing

Y Bai, X Xu, M Tan, Y Sun, Y Li, J Wu, R Morandotti… - …, 2023 - degruyter.com
The simultaneous advances in artificial neural networks and photonic integration
technologies have spurred extensive research in optical computing and optical neural …

[HTML][HTML] In-memory photonic dot-product engine with electrically programmable weight banks

W Zhou, B Dong, N Farmakidis, X Li… - Nature …, 2023 - nature.com
Electronically reprogrammable photonic circuits based on phase-change chalcogenides
present an avenue to resolve the von-Neumann bottleneck; however, implementation of …

[HTML][HTML] Photonic and optoelectronic neuromorphic computing

L El Srouji, A Krishnan, R Ravichandran, Y Lee, M On… - APL Photonics, 2022 - pubs.aip.org
Recent advances in neuromorphic computing have established a computational framework
that removes the processor-memory bottleneck evident in traditional von Neumann …

Neuromorphic silicon photonics with 50 GHz tiled matrix multiplication for deep-learning applications

G Giamougiannis, A Tsakyridis… - Advanced …, 2023 - spiedigitallibrary.org
The explosive volume growth of deep-learning (DL) applications has triggered an era in
computing, with neuromorphic photonic platforms promising to merge ultra-high speed and …

Antimony as a programmable element in integrated nanophotonics

S Aggarwal, T Milne, N Farmakidis, J Feldmann… - Nano Letters, 2022 - ACS Publications
The use of nonlinear elements with memory as photonic computing components has seen a
huge surge in interest in recent years with the rise of artificial intelligence and machine …

[HTML][HTML] On-chip integrated photonic devices based on phase change materials

MS Nisar, X Yang, L Lu, J Chen, L Zhou - Photonics, 2021 - mdpi.com
Phase change materials present a unique type of materials that drastically change their
electrical and optical properties on the introduction of an external electrical or optical …

Reduced rank photonic computing accelerator

S Aggarwal, B Dong, J Feldmann, N Farmakidis… - Optica, 2023 - opg.optica.org
Use of artificial intelligence for tasks such as image classification and speech recognition
has started to form an integral part of our lives. Facilitation of such tasks requires processing …

[HTML][HTML] Fabrication and integration of photonic devices for phase-change memory and neuromorphic computing

W Zhou, X Shen, X Yang, J Wang… - International Journal of …, 2024 - iopscience.iop.org
In the past decade, there has been tremendous progress in integrating chalcogenide phase-
change materials (PCMs) on the silicon photonic platform for non-volatile memory to …

[HTML][HTML] Tunability of Sb2Se3 phase change material for multi-domain optoelectronics

K Murali, L Thekkekara, MA Rahman, S Sen… - Applied Materials …, 2024 - Elsevier
Phase change materials play an essential role in the development of tuneable optics by
overcoming the limitations possessed by conventional optics due to their static behaviour …