research
∙
03/05/2023
Multiplexed gradient descent: Fast online training of modern datasets on hardware neural networks without backpropagation
We present multiplexed gradient descent (MGD), a gradient descent framew...
share
research
∙
04/20/2022
Demonstration of Superconducting Optoelectronic Single-Photon Synapses
Superconducting optoelectronic hardware is being explored as a path towa...
research
∙
05/07/2018
Superconducting Optoelectronic Neurons II: Receiver Circuits
Circuits using superconducting single-photon detectors and Josephson jun...
research
∙
05/04/2018
Light for communication and superconductors for efficiency in neural computing
Optical communication achieves high fanout and short delay advantageous ...
research
∙
05/04/2018
Superconducting Optoelectronic Neurons V: Networks and Scaling
Networks of superconducting optoelectronic neurons are investigated for ...
research
∙
05/04/2018
Superconducting Optoelectronic Neurons IV: Transmitter Circuits
A superconducting optoelectronic neuron will produce a small current pul...
research
∙
05/04/2018
Superconducting Optoelectronic Neurons III: Synaptic Plasticity
As a means of dynamically reconfiguring the synaptic weight of a superco...
research
∙
05/04/2018
Superconducting Optoelectronic Neurons I: General Principles
The design of neural hardware is informed by the prominence of different...
research
∙
09/30/2016