349 citations · 851 across the 11 of their papers we have counts for
3 papers · 1 filter
Comparing domain wall synapse with other Non Volatile Memory devices for on-chip learning in Analog Hardware Neural Network
Divya Kaushik, Utkarsh Singh, Upasana Sahu +2
Resistive Random Access Memory (RRAM) and Phase Change Memory (PCM) devices have been popularly used as synapses in crossbar array based analog Neural Network (NN) circuit to achie…
Supervised learning with a quantum classifier using a multi-level system
Soumik Adhikary, Siddharth Dangwal, Debanjan Bhowmik
We propose a quantum classifier, which can classify data under the supervised learning scheme using a quantum feature space. The input feature vectors are encoded in a single qu…
On-chip learning in a conventional silicon MOSFET based Analog Hardware Neural Network
Nilabjo Dey, Janak Sharda, Utkarsh Saxena +3
On-chip learning in a crossbar array based analog hardware Neural Network (NN) has been shown to have major advantages in terms of speed and energy compared to training NN on a tra…