We propose an experimental demonstration of a silicon-based neuromorphic computing scheme with optical interconnects. The device consists of 4-channel input grating coupler arrays to guide 1550 nm light through the waveguide, tunable Mach-Zehnder Interferometer (MZI) mesh for matrix-vector multiplication, micro-ring resonator (MRR)-based MZI to implement nonlinear activation function, and 4-channel radiator array for free-space radiation. Depending on the different input information (i.e., image, voice, text, etc.), the radiated beam is focused in different directions to perform the classification task. Our proposed on-chip optical computing scheme can pave the way for future AIs, providing a small footprint, high-speed, cost-effective, and power-efficient.
The field of electronics and digital technology is constantly changing, and logic gates continue to play a crucial role in it. In this dynamic environment, photonic gates offer a variety of advantages such as signal transmission over long distances with minimal loss, compactness, and high-speed data processing. As such, photonic logic gates are paving the way for the development of photonic computing; however, their integration into high-performance systems remains a challenge. To address this problem, we proposed Silicon-photonics based analog signal optical logic operations utilizing complex interference phenomena. The study deals with the wave analysis using the finite-difference time-domain method and inverse design technique to develop topologically-optimized scalable photonic logic gates and their complex combinations. In our study, we designed the fundamental OR, AND, NOT gates and achieved a good contrast ratio greater than 17 dB in terms of the devices’ transmission for the wavelength range of 1520-1600 nm. We could also demonstrate their successful integration to construct a half-adder and XOR gate. This represents a significant advancement in the search for effective photonic computing and also highlights the potential for these structures to be used as the foundation for more complex and sophisticated on-chip photonic computing architectures in the future.
Current optical communication systems slowly fall behind the data-carrying capacity needs of the modern world. These systems mostly implement single-mode fibers, which is one of the main reasons why such networks are falling behind. To overcome this issue and increase data rate, wavelength-division multiplexing (WDM) and space-division multiplexing (SDM) arise as very appealing solutions. Both of them utilize components such as demultiplexers, multiplexers, amplifiers, single or multimode fibers, etc. While improving the performance of optical communication systems, it is also important to keep them compact or to use fewer components. To serve these needs, we propose a multipurpose device that can carry our mode conversion and wavelength demultiplexing simultaneously. The proposed device is designed on a Silicon-on-Insulator (SOI) platform by using topology optimization (TO) and ensure fabrication possibility, we have set the minimum feature size to 70 nm. Our device has the dimensions of 4 μm by 3 μm having a thickness of 220 nm, and can convert TE1 mode to TE0 mode at output ports. The upper port is set to transmit the wavelength range of 1.52 μm – 1.56 μm whereas the lower waveguide is set to allow 1.58 μm – 1.62 μm band to pass through. In addition, our device yields a high conversion efficiency around 90%. We believe that our device can pave the way for designing efficient multifunctional devices to be used in future optical communication systems.
Light guiding properties of the photonic waveguides highly depend on the geometrical parameters once the material platform is decided, such as silicon-on-insulator technology. Uniform index profile can be engineered to obtain Bragg gratings operating in the wavelength or sub-wavelength scales. The standard index modulation of waveguides as in the Bragg gratings gives rise to band gap appearance that provides various types of light filtering features. Besides, the light propagation at the band edges can be tailored to manipulate the group velocity of optical signals. However, highly dispersive nature of band gap edges causes serious pulse distortions. Overcoming this problem by means of limited parameter search and trial-and-error method is a highly challenging design problem since it would be very time consuming to find a suitable structure. To obtain different spectral characteristics for the index guided mode traveling in silicon waveguide and alter the mode’s dispersion property, we propose an inverse design approach based on topology optimization. By appropriately defining figure of merits in the spectral domain, complex index modulation of short length multimode waveguide sections provides sharp filtering features that are ripple-free and accompanied with large group index values (>15.0) over a certain bandwidth at telecom wavelengths (1550 nm). The generated CMOS compatible non-intuitive geometries inside the waveguide structures were fabricated with the standard optical lithography steps and they can be applied to different photonic applications such as optical computing, spectroscopy, and sensing.
We designed and fabricated a novel MMI-based 1x4 power splitter with parabolic input and output ports by using particle swarm optimization. We achieved low insertion loss (<0.587 dB) and low imbalance (<0.369 dB) in the band of 1477 ~ 1646 nm with a compact size on the silicon-on-insulator platform. In the specific band of 1499 ~ 1626 nm, the insertion loss is less than only 0.488 dB. Additionally, we designed the 2:1:1:2 power splitter which has low insertion loss (<0.585 dB) and low targeted ratio error (<0.364 dB) in the wide band of 1457 ~ 1640 nm. The footprint is only 12.28 x 5 𝜇m2 and the fabrication limitations were also considered in both cases.
Access to the requested content is limited to institutions that have purchased or subscribe to SPIE eBooks.
You are receiving this notice because your organization may not have SPIE eBooks access.*
*Shibboleth/Open Athens users─please
sign in
to access your institution's subscriptions.
To obtain this item, you may purchase the complete book in print or electronic format on
SPIE.org.
INSTITUTIONAL Select your institution to access the SPIE Digital Library.
PERSONAL Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.