1 citations · 2 across the 3 of their papers we have counts for
4 papers
ITO-based Electro-absorption Modulator for Photonic Neural Activation Function
Rubab Amin, Jonathan George, Shuai Sun +8
Recently integrated optics has become an intriguing platform for implementing machine learning algorithms and inparticular neural networks. Integrated photonic circuits can straigh…
Integrated All-Optical Fast Fourier Transform: Design and Sensitivity Analysis
Hani Nejadriahi, David HillerKuss, Jonathan K. George +1
The fast Fourier transform, FFT, is a useful and prevalent algorithm in signal processing. It characterizes the spectral components of a signal, or is used in combination with othe…
Towards On-Chip Optical FFTs for Convolutional Neural Networks
Jonathan George, Hani Nejadriahi, Volker Sorger
Convolutional neural networks have become an essential element of spatial deep learning systems. In the prevailing architecture, the convolution operation is performed with Fast Fo…
Identifying Mirror Symmetry Density with Delay in Spiking Neural Networks
Jonathan K. George, Cesare Soci, Volker J. Sorger
The ability to rapidly identify symmetry and anti-symmetry is an essential attribute of intelligence. Symmetry perception is a central process in human vision and may be key to hum…