An all-optical neural network that utilizes light beams and optical components to implement layers of the neural network is disclosed herein. The all-optical neural network includes an input layer, zero or more hidden layers, and an output layer. Each layer of the neural network is configured to simulate linear and nonlinear operations of a conventional artificial neural network neuron on an optical signal. In an embodiment, the optical linear operation is performed by a spatial light modulator and an optical lens. The optical lens performs a Fourier transformation on the set of light beams and sums light beams with similar propagation orientations. The optical nonlinear operation is implemented utilizing a nonlinear optical medium having an electromagnetically induced transparency characteristic whose transmission of a probe beam of light is controlled by the intermediate output of a coupling beam of light from the optical linear operation.

Light sources of a backlight are configured to customize the shape of light emitted from the clusters. The clusters are activated as a unit and modulated as to brightness, but of the customized shape. All clusters can have a similar customized PSF, or the customization of each cluster may be varied in real time. Real time changes of a clusters PSF may be based, for example, an image or a region of the image to be displayed using the clusters.

The exponential growth in deep learning models is challenging existing computing hardware. Optical neural networks (ONNs) accelerate machine learning tasks with potentially ultrahigh bandwidth and nearly no loss in data movement. Scaling up ONNs involves improving scalability, energy efficiency, compute density, and inline nonlinearity. However, realizing all these criteria remains an unsolved challenge. Here, we demonstrate a three-dimensional spatial time-multiplexed ONN architecture based on dense arrays of microscale vertical cavity surface emitting lasers (VCSELs). The VCSELs, coherently injection-locked to a leader laser, operate at gigahertz data rates with a 7T-phase-shift voltage on the 10-millivolt level. Optical nonlinearity is incorporated into the ONN with no added energy cost using coherent detection of optical interference between VCSELs.

Disclosed is a system for compressing short or ultra-short light pulses emitted by a light source. The compression system includes: a first non-linear light pulse compression module including a multi-pass cell, the multi-pass cell including a first non-linear optical medium; and a second non-linear light pulse compression module including a capillary filled with a gaseous second non-linear optical medium, and a compressor arranged at the output of the capillary, the first non-linear compression module and the second non-linear compression module being arranged in series on the path of a source light beam of source light pulses. Also disclosed is a light-pulses laser system and to a method for compressing short or ultra-short light pulses.

A method and an apparatus are provided for producing SuperContinuum (SC) light for medical and biological applications is provided. Pulses are focused from a laser system into at least one of a pressurized cell and one or more fibers. A pump pulse is converted into the SC light at a specified rate of repetition. The SC light is applied at the specified rate of repetition to tissue for medical and biological applications.

There is provided a device for performing an optical function, the device comprising one or more reflectionless potential wells in an array of waveguides; and one or more control solitons injected into the one or more reflectionless potential wells; wherein the one or more potential wells have potential well design parameters comprising a potential well number, and wherein the one or more control solitons have control soliton design parameters comprising a control soliton number and power; and wherein the optical function of the device is set by the potential well design parameters and the control soliton design parameters. There is also provided a method of manufacturing the device.

The present disclosure is directed to an optically active medium comprising dye aggregates and optionally a nucleotide oligomer or other nucleotide-based architecture, which may be used in in optical devices, in particular nonreciprocal devices (i.e., devices in which energy flows in one direction only), that can respond to differences in the polarization of light. An analysis is presented of the energy levels and the strengths of the optical transitions (changes in energy states) for a three-chromophore (dye) aggregate in which the chromophores are coupled with a J-like (i.e., end-to-end) stacking. Specific devices and methods of use are also disclosed herein.

The present disclosure provides an optical system for controlling atoms. The optical system comprises a laser source for generating a laser beam at a carrier frequency and microwave and radio frequency (MW/RF) sources for generating I and Q modulation signals at a set of frequencies, wherein the set of frequencies comprises at least two frequencies. The optical system further comprises an IQ modulator configured for receiving the laser beam and the generated signals at the set of frequencies and for outputting an output laser beam (Eout) based on the received laser beam and the generated signals at the set of frequencies, wherein the output laser beam (Eout) comprises multi-toned optical single-sidebands (MT-OSSB) at the set of frequencies with the carrier frequency being suppressed.

An electronic device that has an optical modulation region and a non-optical modulation region is provided, and the electronic device includes a first substrate, a first transparent electrode layer, and a second transparent electrode layer. The first transparent electrode layer is disposed on the first substrate. The second transparent electrode layer is disposed on the first transparent electrode layer and has an opening. The optical modulation region overlaps the opening, and the non-optical modulation region overlaps the first transparent electrode layer and the second transparent electrode layer. A cell gap of the optical modulation region is greater than a cell gap of the non-optical modulation region.

Provided is a method of optical modulation including using a control optical signal to modulate a controlled optical signal. The controlled optical signal propagates in an optical medium of an optical transmission structure. The control optical signal modulates the controlled optical signal by being at least partially absorbed in the optical transmission structure and thereby changing an optical property of the optical medium. Also provided is an optical modulation element including an optical transmission structure and a controller, the optical modulation element configured to carry out the method and use a control optical signal to modulate a controlled optical signal.