Pulse shaping using diffractive network device with modular diffractive layers
A diffractive network is disclosed that utilizes, in some embodiments, diffractive elements, which are used to shape an arbitrary broadband pulse into a desired optical waveform, forming a compact and passive pulse engineering system. The diffractive network was experimentally shown to generate various different pulses by designing passive diffractive layers that collectively engineer the temporal waveform of an input terahertz pulse. The results constitute the first demonstration of direct pulse shaping in terahertz spectrum, where the amplitude and phase of the input wavelengths are independently controlled through a passive diffractive device, without the need for an external pump. Furthermore, a modular physical transfer learning approach is presented to illustrate pulse-width tunability by replacing part of an existing diffractive network with newly trained diffractive layers, demonstrating its modularity. This learning-based diffractive pulse engineering framework can find broad applications in e.g., communications, ultra-fast imaging and spectroscopy.
1 . A diffractive network device for altering a shape or waveform profile of an input optical pulse or waveform that has a given temporal and/or spatial shape or waveform profile into a desired output pulse shape or waveform profile comprising:
a plurality of optically transmissive and/or reflective layers arranged in one or more optical paths, each of the plurality of optically transmissive and/or reflective layers comprising a plurality of physical features formed on or within the optically transmissive and/or reflective layers and having different complex-valued transmission and/or reflection coefficients as a function of lateral coordinates across each layer, wherein the plurality of optically transmissive and/or reflective layers and the plurality of physical features thereon collectively alter the input optical pulse or waveform that has a given temporal and/or spatial shape or waveform profile into the desired output pulse shape or waveform profile created by optical diffraction/reflection through/off the plurality of optically transmissive and/or reflective layers, wherein the input optical pulse or waveform comprises electromagnetic radiation having a wavelength between ultra-violet electromagnetic radiation and terahertz electromagnetic radiation.
2 . The diffractive network device of claim 1 , wherein the relative position(s) of the plurality of optically transmissive and/or reflective layers along the one or more optical paths are adjustable.
3 . The diffractive network device of claim 2 , wherein adjustment of the relative position(s) alters an output pulse width and/or a waveform profile.
4 . The diffractive network device of claim 2 , wherein adjustment of the relative position(s) alters an output center frequency of the resulting output pulse or waveform profile.
5 . The diffractive network device of claim 1 , wherein the plurality of optically transmissive and/or reflective layers are held within a holder with at least one optically transmissive and/or reflective layer being removably mounted in the holder.
6 . The diffractive network device of claim 5 , further comprising one or more replacement optically transmissive and/or reflective layers that are designed and used to replace one or more of the plurality of optically transmissive and/or reflective layers are held within the holder.
7 . The diffractive network device of claim 1 , wherein the desired output pulse shape or waveform profile comprises a square pulse.
8 . The diffractive network device of claim 1 , wherein one or more of the optically transmissive and/or reflective layers comprise reconfigurable spatial light modulators.
9 . The diffractive network device of claim 1 , further comprising one or more detectors configured to receive the output pulse or waveform from the plurality of optically transmissive and/or reflective layers.
10 . The diffractive network device of claim 1 , wherein the plurality of optically transmissive and/or reflective layers and the plurality of physical features thereon collectively generate an output pulse shape or waveform with a desired temporal and/or spatial shape or waveform profile created by optical diffraction/reflection through/off the plurality of optically transmissive and/or reflective layers, in response to the input optical pulse or waveform that has a given temporal and/or spatial shape or waveform profile.
11 . The diffractive network device of claim 1 , wherein the plurality of optically transmissive and/or reflective layers and the plurality of physical features thereon collectively generate a plurality of separate output pulse shapes or waveforms created by optical diffraction/reflection through/off the plurality of optically transmissive and/or reflective layers, in response to the input optical pulse or waveform that has a given temporal and/or spatial shape or waveform profile.
12 . The diffractive network device of claim 1 , wherein the plurality of optically transmissive and/or reflective layers and the plurality of physical features thereon collectively generate an output pulse shape or waveform that is temporally compressed or expanded relative to the input optical pulse or waveform.
13 . A method of altering a shape or waveform profile of an input optical pulse or waveform that has a given temporal and/or spatial shape or waveform profile into a desired output pulse shape or waveform profile using a diffractive network device, comprising:
passing the input optical pulse or waveform through or onto a diffractive optical neural network device comprising a plurality of optically transmissive and/or reflective layers arranged in one or more optical paths, each of the a plurality of optically transmissive and/or reflective layers comprising a plurality of physical features formed on or within a plurality of optically transmissive and/or reflective layers and having different complex-valued transmission and/or reflection coefficients as a function of lateral coordinates across each layer, wherein a plurality of optically transmissive and/or reflective layers and the plurality of physical features thereon collectively alter the input optical pulse or waveform that has a given temporal and/or spatial shape or waveform profile into the desired output pulse shape or waveform profile created by optical diffraction/reflection through/off a plurality of optically transmissive and/or reflective layers, wherein the input optical pulse or waveform comprises electromagnetic radiation having a wavelength between ultra-violet electromagnetic radiation and terahertz electromagnetic radiation.
14 . The method of claim 13 , wherein the relative position(s) of the plurality of optically transmissive and/or reflective layers along the one or more optical paths are adjustable.
15 . The method of claim 14 , wherein adjustment of the relative position(s) alters an output pulse width and/or a waveform profile.
16 . The method of claim 14 , wherein adjustment of the relative position(s) alters an output center frequency of the resulting output pulse or waveform profile.
17 . The method of claim 13 , wherein the plurality of optically transmissive and/or reflective layers are held within a holder with at least one optically transmissive and/or reflective layer being removably mounted in the holder.
18 . The method of claim 17 , further comprising replacing one or more of the plurality of optically transmissive and/or reflective layers held within the holder with different optically transmissive and/or reflective layers.
19 . The method of claim 13 , wherein the desired output pulse shape or waveform profile comprises a square pulse.
20 . The method of claim 13 , wherein one or more of the optically transmissive and/or reflective layers comprise reconfigurable spatial light modulators.
21 . The method of claim 13 , further comprising receiving the output pulse from the plurality of optically transmissive and/or reflective layers with one or more detectors.
22 . The method of claim 13 , wherein the desired output pulse shape or waveform profile comprises a plurality of separate output pulse shapes or waveforms.
23 . The method of claim 13 , wherein the desired output pulse shape or waveform profile is temporally compressed or expanded relative to the input optical pulse or waveform.