626 citations · 2.2k across the 92 of their papers we have counts for
11 papers · 1 filter
High Throughput Multi-Channel Parallelized Diffraction Convolutional Neural Network Accelerator
Zibo Hu, Shurui Li, Russell L. T. Schwartz +4
Convolutional neural networks are paramount in image and signal processing including the relevant classification and training tasks alike and constitute for the majority of machine…
100 GHz Micrometer compact broadband Monolithic ITO Mach Zehnder Interferometer Modulator enabling 3500 times higher Packing Density
Yaliang Gui, Behrouz Movahhed Nouri, Mario Miscuglio +5
Electro-optic modulators provide a key function in optical transceivers and increasingly in photonic programmable Application Specific Integrated Circuits (ASICs) for machine learn…
On-chip Nanophotonic Broadband Wavelength Detector with 2D-Electron Gas
Vishal Kaushik, Swati Rajput, Sulabh Srivastav +8
Miniaturized, low-cost wavelength detectors are gaining enormous interest as we step into the new age of photonics. Incompatibility with integrated circuits or complex fabrication…
Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment
Matthew J. Filipovich, Zhimu Guo, Mohammed Al-Qadasi +6
There has been growing interest in using photonic processors for performing neural network inference operations; however, these networks are currently trained using standard digita…
Highly Accurate, Reliable and Non-Contaminating Two-Dimensional Material Transfer System
Chandraman Patil, Hamed Dalir, Jin Ho Kang +3
The exotic properties of two-dimensional (2D) materials and 2D heterostructures, built by forming heterogeneous multi-layered stacks, have been widely explored across a number of s…
An ITO Graphene hybrid integrated absorption modulator on Si-photonics for neuromorphic nonlinear activation
Rubab Amin, Jonathan K. George, Hao Wang +5
The high demand for machine intelligence of doubling every three months is driving novel hardware solutions beyond charging of electrical wires given a resurrection to application…