Deep learning from a dynamical viewpoint
NUS mathematicians have developed a new theoretical framework based on dynamical systems to understand when and how a deep neural network can learn arbitrary relationships.
NUS mathematicians have developed a new theoretical framework based on dynamical systems to understand when and how a deep neural network can learn arbitrary relationships.
Mathematics
Sep 14, 2022
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17
Scientists at EPFL have developed an implantation technique that allows unprecedented optical access to the "spinal cord" of the fruit fly, Drosophila melanogaster. This work can potentially lead to breakthroughs in the fields ...
Biotechnology
Sep 13, 2022
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46
In their paper published in Science in December 2021, a DeepMind team showed how neural networks can be used to describe electron interactions in chemical systems more accurately than existing methods. A team of researchers ...
Analytical Chemistry
Aug 15, 2022
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354
A new study shows how movement-induced postural reflexes in stick insects are modified under different loading conditions. A team of scientists from the University of Cologne (Germany) and Ohio University (U.S.) traced the ...
Plants & Animals
Jul 27, 2022
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41
Recent advances in pre-programmed architected materials could enable new functions that can evolve in response to their environments or external stimuli, according to Lawrence Livermore National Laboratory (LLNL) researchers.
Materials Science
Jun 23, 2022
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95
"Outer Radial Glia" (oRG) cells are nervous system stem cells that are instrumental for the development of the human cortex and have been challenging to produce in the lab. Now, a team of Max Planck researchers from Berlin ...
Cell & Microbiology
Jun 23, 2022
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101
Can we find order in chaos? Physicists have shown, for the first time that chaotic systems can synchronize due to stable structures that emerge from chaotic activity. These structures are known as fractals, shapes with patterns ...
General Physics
Apr 22, 2022
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1706
Ensuring quality without losing time: Companies from the pharmaceutical, chemical and food industry in particular depend on meeting the highest quality requirements while at the same time optimizing production processes. ...
Optics & Photonics
Apr 7, 2022
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10
Math is the language of the physical world, and Alex Townsend sees mathematical patterns everywhere: in weather, in the way soundwaves move, and even in the spots or stripes zebra fish develop in embryos.
Mathematics
Apr 5, 2022
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121
A novel glacier model has been developed which can simulate ice dynamics and ice interaction with the climate up to a thousand times faster than previous models. This model can be used to predict the evolution of glaciers ...
Earth Sciences
Mar 28, 2022
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27