99 citations · 330 across the 21 of their papers we have counts for
4 papers · 1 filter
Analog Signal Processing Using Stochastic Magnets
Samiran Ganguly, Kerem Y. Camsari, Avik W. Ghosh
We present a low barrier magnet based compact hardware unit for analog stochastic neurons and demonstrate its use as a building-block for neuromorphic hardware. By coupling circula…
Reservoir Computing based Neural Image Filters
Samiran Ganguly, Yunfei Gu, Yunkun Xie +3
Clean images are an important requirement for machine vision systems to recognize visual features correctly. However, the environment, optics, electronics of the physical imaging s…
A Multiscale Materials-to-Systems Modeling of Polycrystalline Pb-Salt Photodetectors
Samiran Ganguly, Moonhyung Jang, Yaohua Tan +3
We present a physics based multiscale materials-to-systems model for polycrystalline photodetectors that connects fundamental material properties to circuit level performanc…
Hardware based Spatio-Temporal Neural Processing Backend for Imaging Sensors: Towards a Smart Camera
Samiran Ganguly, Yunfei Gu, Mircea R. Stan +1
In this work we show how we can build a technology platform for cognitive imaging sensors using recent advances in recurrent neural network architectures and training methods inspi…