4 citations · 7 across the 3 of their papers we have counts for
3 papers
Nonlinear Optical Data Transformer for Machine Learning
Mustafa Yildirim, Ilker Oguz, Fabian Kaufmann +4
Modern machine learning models use an ever-increasing number of parameters to train (175 billion parameters for GPT-3) with large datasets to obtain better performance. Bigger is b…
Programming Nonlinear Propagation for Efficient Optical Learning Machines
Ilker Oguz, Jih-Liang Hsieh, Niyazi Ulas Dinc +5
The ever-increasing demand for processing data with larger machine learning models requires more efficient hardware solutions due to limitations such as power dissipation and scala…
Delivery of focused short pulses through a multimode fiber
Edgar Emilio Morales Delgado, Salma Farahi, Ioannis N. Papadopoulos +2
Light propagation through multimode fibers suffers from spatial distortions that lead to a scrambled intensity profile. In previous work, the correction of such distortions using v…