All-Photonic Artificial Neural Network Processor Via Nonlinear Optics

    公开(公告)号:US20230351168A1

    公开(公告)日:2023-11-02

    申请号:US18310697

    申请日:2023-05-02

    IPC分类号: G06N3/067 G06N3/048

    CPC分类号: G06N3/067 G06N3/048

    摘要: An all-photonic computational accelerator encodes information in the amplitudes of frequency modes stored in a ring resonator. Nonlinear optical processes enable interaction among these modes. Both the matrix multiplication and element-wise activation functions on these modes (the artificial neurons) occur through coherent processes, enabling the representation of negative and complex numbers without digital electronics. This accelerator has a lower hardware footprint than electronic and optical accelerators, as the matrix multiplication happens in a single multimode resonator on chip. Our architecture provides a unitary, reversible mode of computation, enabling on-chip analog Hamiltonian-echo backpropagation for gradient descent and other self-learning tasks. Moreover, the computational speed increases with the power of the pumps to arbitrarily high rates, as long as the circuitry can sustain the higher optical power.

    APPARATUS, SYSTEMS, AND METHODS FOR NONBLOCKING OPTICAL SWITCHING

    公开(公告)号:US20200284989A1

    公开(公告)日:2020-09-10

    申请号:US16827795

    申请日:2020-03-24

    IPC分类号: G02B6/35 G02B6/293 H04Q11/00

    摘要: A method of nonblocking optical switching includes guiding a first optical beam from a first input to a first output via a first path through an optical switching fabric. The first path traverses a phase shifter disposed between a pair of cascaded Mach-Zehnder interferometers. The method also includes receiving a second optical beam for a second path intersecting with the first path through the optical switching fabric. The method also includes moving the first optical beam from the first path to a third path connecting the first input to the first output without intersecting the second path. The method also includes shifting a phase of the first optical beam, with the phase shifter, while moving the first optical beam from the first path to the third path to prevent the first optical beam from interfering with the second optical beam.

    ALL-RESONANT ACTUATION OF PHOTONIC INTEGRATED CIRCUITS

    公开(公告)号:US20240118537A1

    公开(公告)日:2024-04-11

    申请号:US18480981

    申请日:2023-10-04

    IPC分类号: G02B26/10

    CPC分类号: G02B26/103

    摘要: Provided herein is a photonic integrated circuit and methods for controlling a photonic integrated circuit that can utilize the resonant frequency of one or more components of the photonic integrated circuit to enhance the response of the circuit. At least one component of the photonic integrated circuit can be driven by an electrical signal whose frequency is substantially equal to the mechanical resonance frequency of the component such that the response of the optical component is increased. The component of the photonic integrated circuit can include a phase shifter that can impart a phase shift on a received optical signal. By driving the phase shifter with an electrical signal that is equal to the mechanical resonance frequency of the optical phase shifter, less power can be required to impart a desired phase shift on a received optical signal. The optical components can be implemented using piezoelectric cantilevers.

    Low-Power Edge Computing with Optical Neural Networks via WDM Weight Broadcasting

    公开(公告)号:US20230274156A1

    公开(公告)日:2023-08-31

    申请号:US18247129

    申请日:2021-07-29

    IPC分类号: G06N3/098 G06N5/04

    CPC分类号: G06N3/098 G06N5/04

    摘要: NetCast is an optical neural network architecture that circumvents constraints on deep neural network (DNN) inference at the edge. Many DNNs have weight matrices that are too large to run on edge processors, leading to limitations on DNN inference at the edge or bandwidth bottlenecks between the edge and server that hosts the DNN. With NetCast, a weight server stores the DNN weight matrix in local memory, modulates the weights onto different spectral channels of an optical carrier, and distributes the weights to one or more clients via optical links. Each client stores the activations, or layer inputs, for the DNN and computes the matrix-vector product of those activations with the weights from the weight server in the optical domain. This multiplication can be performed coherently by interfering the spectrally multiplexed weights with spectrally multiplexed activations or incoherently by modulating the weight signal from the weight server with the activations.

    Absorption-Based Diamond Spin Microscopy on a Plasmonic Quantum Metasurface

    公开(公告)号:US20220082639A1

    公开(公告)日:2022-03-17

    申请号:US17376234

    申请日:2021-07-15

    IPC分类号: G01R33/032 G01R29/08

    摘要: Nitrogen vacancy (NV) centers in diamond combine exceptional sensitivity with nanoscale spatial resolution by optically detected magnetic resonance (ODMR). Infrared (IR)-absorption-based readout of the NV singlet state transition can increase ODMR contrast and collection efficiency. Here, a resonant diamond metallodielectric metasurface amplifies IR absorption by concentrating the optical field near the diamond surface. This plasmonic quantum sensing metasurface (PQSM) supports plasmonic surface lattice resonances and balances field localization and sensing volume to optimize spin readout sensitivity. Combined electromagnetic and rate-equation modeling suggests a near-spin-projection-noise-limited sensitivity below 1 nT Hz−1/2 per m2 of sensing area using numbers for contemporary NV diamond samples and fabrication techniques. The PQSM enables microscopic ODMR sensing with IR readout near the spin-projection-noise-limited sensitivity, making it appealing for imaging through scattering tissues and spatially resolved chemical NMR detection.

    Room-Temperature Coherent Spin-Photon Interface and Programmable Spin Arrays for Scalable Quantum Repeaters

    公开(公告)号:US20230208628A1

    公开(公告)日:2023-06-29

    申请号:US18146085

    申请日:2022-12-23

    IPC分类号: H04L9/08 H04B10/70

    CPC分类号: H04L9/0855 H04B10/70

    摘要: A 1D diamond nanobeam can act as a coherent mechanical interface between spin defect centers in diamond and telecom optical modes. The nanobeam includes embedded mechanical and electric field concentrators with mechanical and optical mode volumes of Vmech/Λp3 ˜10−5 and Vopt/λ3 ˜10−3, respectively. With a Group IV vacancy in the concentrator, the nanobeam can operate at spin-mechanical coupling rates approaching 40 MHz with high acousto-optical couplings. This nanobeam, used in an entanglement heralding scheme, can provide high-fidelity Bell pairs between quantum repeaters. Using the mechanical interface as an intermediary between the optical and spin subsystems enables addressing the spin defect center with telecom optics, bypassing the native wavelength of the spin. As the spin is never optically excited or addressed, the device can operate at temperatures up to 40 K with no appreciable spectral diffusion, limited by thermal losses. Optomechanical devices with high spin-mechanical coupling can be useful for quantum repeaters.