RMIT University researchers have mimicked the
way the human brain processes information with the development of an
electronic long-term memory cell.
Researchers at the MicroNano Research Facility (MNRF) have built the
one of the world's first electronic multi-state memory cell which
mirrors the brain's ability to simultaneously process and store multiple
strands of information.
The development brings them closer to imitating key electronic
aspects of the human brain -- a vital step towards creating a bionic
brain -- which could help unlock successful treatments for common
neurological conditions such as Alzheimer's and Parkinson's diseases.
The discovery was recently published in the materials science journal Advanced Functional Materials.
Project leader Dr Sharath Sriram, co-leader of the RMIT Functional
Materials and Microsystems Research Group, said the ground-breaking
development imitates the way the brain uses long-term memory.
"This is the closest we have come to creating a brain-like system
with memory that learns and stores analog information and is quick at
retrieving this stored information," Dr Sharath said.
"The human brain is an extremely complex analog computer… its
evolution is based on its previous experiences, and up until now this
functionality has not been able to be adequately reproduced with digital
technology."
The ability to create highly dense and ultra-fast analog memory cells
paves the way for imitating highly sophisticated biological neural
networks, he said.
The research builds on RMIT's previous discovery where ultra-fast
nano-scale memories were developed using a functional oxide material in
the form of an ultra-thin film -- 10,000 times thinner than a human
hair.
Dr Hussein Nili, lead author of the study, said: "This new discovery
is significant as it allows the multi-state cell to store and process
information in the very same way that the brain does.
"Think of an old camera which could only take pictures in black and
white. The same analogy applies here, rather than just black and white
memories we now have memories in full color with shade, light and
texture, it is a major step."
While these new devices are able to store much more information than
conventional digital memories (which store just 0s and 1s), it is their
brain-like ability to remember and retain previous information that is
exciting.
"We have now introduced controlled faults or defects in the oxide
material along with the addition of metallic atoms, which unleashes the
full potential of the 'memristive' effect -- where the memory element's
behaviour is dependent on its past experiences," Dr Nili said.
Nano-scale memories are precursors to the storage components of the
complex artificial intelligence network needed to develop a bionic
brain.
Dr Nili said the research had myriad practical applications including
the potential for scientists to replicate the human brain outside of
the body -- which would remove the ethical barriers involved in
experimenting on humans.
"If you could replicate a brain outside the body, it would minimise
ethical issues involved in treating and experimenting on the brain which
can lead to better understanding of neurological conditions," Dr Nili
said.
The research, supported by the Australian Research Council, was
conducted in collaboration with the University of California Santa
Barbara.
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