activity
20202024
most citedDeep Neuromorphic Networks with Superconducting Single Flux Quanta

8 citations · 8 across the 5 of their papers we have counts for

collaborators

5 papers

cs.ET2024

Complete Boolean Algebra for Memristive and Spintronic Asymmetric Basis Logic Functions

Vaibhav Vyas, Joseph S. Friedman

The increasing advancement of emerging device technologies that provide alternative basis logic sets necessitates the exploration of innovative logic design automation methodologie…

quant-ph2023

A T-depth two Toffoli gate for 2D square lattice architectures

Alexandru Paler, Evan E. Dobbs, Joseph S. Friedman

We present a novel Clifford+T decomposition of a Toffoli gate. Our decomposition requires no SWAP gates in order to be implemented on 2D square lattices of qubits. This decompositi…

cs.ET2023★ 8 cited

Deep Neuromorphic Networks with Superconducting Single Flux Quanta

Gleb Krylov, Alexander J. Edwards, Joseph S. Friedman +1

Conventional semiconductor-based integrated circuits are gradually approaching fundamental scaling limits. Many prospective solutions have recently emerged to supplement or replace…

cond-mat.mes-hall2021

Shape-Dependent Multi-Weight Magnetic Artificial Synapses for Neuromorphic Computing

Thomas Leonard, Samuel Liu, Mahshid Alamdar +8

In neuromorphic computing, artificial synapses provide a multi-weight conductance state that is set based on inputs from neurons, analogous to the brain. Additional properties of t…

cs.NE2020

Plasticity-Enhanced Domain-Wall MTJ Neural Networks for Energy-Efficient Online Learning

Christopher H. Bennett, T. Patrick Xiao, Can Cui +6

Machine learning implements backpropagation via abundant training samples. We demonstrate a multi-stage learning system realized by a promising non-volatile memory device, the doma…