2013
DOI: 10.1364/ao.52.004412
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Design and experimental verification for optical module of optical vector–matrix multiplier

Abstract: Optical computing is a new method to implement signal processing functions. The multiplication between a vector and a matrix is an important arithmetic algorithm in the signal processing domain. The optical vector-matrix multiplier (OVMM) is an optoelectronic system to carry out this operation, which consists of an electronic module and an optical module. In this paper, we propose an optical module for OVMM. To eliminate the cross talk and make full use of the optical elements, an elaborately designed structur… Show more

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Cited by 15 publications
(6 citation statements)
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“…The first kind of optical MVM (PLC-MVM) is implemented by the diffraction of light in free space. Figure 1a shows a typical MVM configuration 34 , 35 . First, the incident vector of X distributed along the x direction can be expanded and replicated along the y direction through a cylindrical lens or other optical elements.…”
Section: Matrix-vector Multiplicationmentioning
confidence: 99%
“…The first kind of optical MVM (PLC-MVM) is implemented by the diffraction of light in free space. Figure 1a shows a typical MVM configuration 34 , 35 . First, the incident vector of X distributed along the x direction can be expanded and replicated along the y direction through a cylindrical lens or other optical elements.…”
Section: Matrix-vector Multiplicationmentioning
confidence: 99%
“…Moreover, benefiting from the quickly developed liquid-crystal-on-silicon (LCoS) technology and driving from the display industry, the resolution of SLM or DMD becomes fairly large (4 K resolution is commercially available). But the crosstalk error is the main obstacle to demonstrate the utmost performance of VMM employing high resolution SLM or DMD [36]. Though the crosstalk issue could be circumvented by enlarging the pixel size of SLM or DMD, the functional area of SLM or DMD restricts Here, V, Σ and U represent a unitary matrix, a diagonal matrix and a unitary matrix, respectively.…”
Section: Vmm-vector Matrix Multipliermentioning
confidence: 99%
“…Metasurfaces in particular have been proven to perform all-optical matrix calculations through the ability to manipulate the properties of light at defined spatial locations through the correct design of subwavelength-sized meta-atoms 101 103 This functionality is extremely important in the field of machine learning, where models are trained through a combination of matrix multiplications and backpropagation.…”
Section: All-optical Machine Learningmentioning
confidence: 99%