Automotive
If a sticker on a banana can make it show up as a toaster, how might strategic vandalism warp how an autonomous vehicle perceives a stop sign? Now, an immune-inspired defense system for neural networks can ward off such attacks, ...
Mar 24, 2022
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177
Computer Sciences
Despite the fundamental role networks play in how scientists understand the dynamics and properties of complex systems, reconstructing networks from large-scale experimental data is a challenge.
Jan 11, 2022
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69
Computer Sciences
Machine learning techniques are designed to mathematically emulate the functions and structure of neurons and neural networks in the brain. However, biological neurons are very complex, which makes artificially replicating ...
Machine learning & AI
Many computational properties are maximized when the dynamics of a network are at a 'critical point," a state where systems can quickly change their overall characteristics in fundamental ways, transitioning e.g. between ...
Jul 22, 2020
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38
Machine learning & AI
EPFL researchers have invented a way of automatically working out what data needs to be put into a complex system—such as a fiber optic network—in order to get the desired result. Their solution could prove especially ...
Jul 16, 2020
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188
Robotics
Picking up a can of soft drink may be a simple task for humans, but this is a complex task for robots—it has to locate the object, deduce its shape, determine the right amount of strength to use, and grasp the object without ...
Jul 15, 2020
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8
Computer Sciences
Could a mathematical model help predict future mutations of the coronavirus and guide scientists' research as they rush to develop an effective vaccine? This is a possibility being considered by researchers at the USC Viterbi ...
Jul 3, 2020
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99
Computer Sciences
No one can say whether androids will dream of electric sheep, but they will almost certainly need periods of rest that offer benefits similar to those that sleep provides to living brains, according to new research from Los ...
Jun 8, 2020
3
192
Machine learning & AI
Making an accurate prediction based on observed data, in particular from short-term time series, is of much concern in various disciplines— from molecular biology, neuroscience, geoscience, and economics to atmospheric ...
Apr 15, 2020
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7
Machine learning & AI
An artificial neural network can reveal patterns in huge amounts of gene expression data and discover groups of disease-related genes. This has been shown by a new study led by researchers at Linköping University, published ...
Feb 14, 2020
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