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Quote of the day

'By far the greatest danger of Artificial Intelligence is that people conclude too early that they understand it'

 

Eliezer Yudkowsky

Researchers create synthetic synapse that could lead to more intelligent machines

RATE THIS! +44
Posted in Science on 12th Nov, 2015 04:29 PM by AlexMuller

Building computers like the human brain is a complex challenge. Our brains contain over 86 billion neurons and trillions of synapses, that can grow stronger or weaker over time. Studying synapses, researchers have applied their findings to the development of neuromorphic engineering.

 
Now Chinese scientists report in ACS' journal Nano Letters the development of a first-of-its-kind synthetic synapse that mimics the plasticity of the real thing, bringing us one step closer to human-like artificial intelligence.
 
While the human brain still holds many secrets, one thing we do know is that the flexibility, or neuroplasticity, of neuronal synapses is a critical feature. In the synapse, many factors, including how many signaling molecules get released and the timing of release, can change. 
 
This mutability allows neurons to encode memories, learn and heal themselves. In recent years, researchers have been building artificial neurons and synapses with some success but without the flexibility needed for learning. Tian-Ling Ren and colleagues set out to address that challenge.
 
The researchers created the artificial synapse out of aluminum oxide and twisted bi-layer graphene.  
 
By applying different electric voltages to the system, they found they could control the reaction intensity of the receiving "neuron." The team says their novel dynamic system could aid in the development of biology-inspired electronics capable of learning and self-healing.
 
"This work would offer a broad new vista for the 2D material electronics and guide the innovation of neuro-electronics fundamentally," write the authors of the study.

Tags: brainAIcomputerhardwaresynapseneuroscienceartificial intelligence

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Comments

Author: Guest
Posted: 2015-11-13
+2
Biology inspired devices and computing have been a big influence and solved many problems. Synthetic synapse, if performs well in future development, could be another example
1 Replies
Author: Guest
Posted: 2015-11-13
+1
Yes, neuronal networks in computing have been in development for a very long time and only recently shown promise Reply
Reply


 

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