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Title    Novel Synaptic Architecture for Brain Inspired Computing
Date    Thursday July 12 2018, @03:49PM
Author    mrpg
Topic   
from the WOPR dept.
https://soylentnews.org/article.pl?sid=18/07/12/0235248

MrPlow writes:

Submitted via IRC for Fnord666

[...] In the experiment, the team showed how multiple nanoscale memristive devices exhibiting these characteristics could nonetheless be configured to efficiently implement artificial intelligence algorithms such as deep learning. Prototype chips from IBM containing more than one million nanoscale phase-change memristive devices were used to implement a neural network for the detection of hidden patterns and correlations in time-varying signals.

"In this work, we proposed and experimentally demonstrated a scheme to obtain high learning efficiencies with nanoscale memristive devices for implementing learning algorithms," Nandakumar says. "The central idea in our demonstration was to use several memristive devices in parallel to represent the strength of a synapse of a neural network, but only chose one of them to be updated at each step based on the neuronal activity."

Source: Novel synaptic architecture for brain inspired computing

Related: New Type of Memristors Used to Create a Limited Neural Net
The Second Coming of Neuromorphic Computing


Original Submission

Links

  1. "MrPlow" - https://soylentnews.org/~MrPlow/
  2. "Novel synaptic architecture for brain inspired computing" - https://www.sciencedaily.com/releases/2018/07/180711131144.htm
  3. "New Type of Memristors Used to Create a Limited Neural Net" - https://soylentnews.org/article.pl?sid=15/05/07/0339248
  4. "The Second Coming of Neuromorphic Computing" - https://soylentnews.org/article.pl?sid=16/02/11/1415253
  5. "Original Submission" - https://soylentnews.org/submit.pl?op=viewsub&subid=27820

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