23 citations · 81 across the 39 of their papers we have counts for
4 papers · 1 filter
A Single-Cycle MLP Classifier Using Analog MRAM-based Neurons and Synapses
Ramtin Zand
In this paper, spin-orbit torque (SOT) magnetoresistive random-access memory (MRAM) devices are leveraged to realize sigmoidal neurons and binarized synapses for a single-cycle ana…
TSV Extrusion Morphology Classification Using Deep Convolutional Neural Networks
Brendan Reidy, Golareh Jalilvand, Tengfei Jiang +1
In this paper, we utilize deep convolutional neural networks (CNNs) to classify the morphology of through-silicon via (TSV) extrusion in three dimensional (3D) integrated circuits…
SOT-MRAM based Sigmoidal Neuron for Neuromorphic Architectures
Brendan Reidy, Ramtin Zand
In this paper, the intrinsic physical characteristics of spin-orbit torque (SOT) magnetoresistive random-access memory (MRAM) devices are leveraged to realize sigmoidal neurons in…
Electrically-Tunable Stochasticity for Spin-based Neuromorphic Circuits: Self-Adjusting to Variation
Hossein Pourmeidani, Punyashloka Debashis, Zhihong Chen +2
Energy-efficient methods are addressed for leveraging low energy barrier nanomagnetic devices within neuromorphic architectures. Using a Magnetoresistive Random Access Memory (MRAM…