633 citations · 645 across the 5 of their papers we have counts for
Showing 2018Show all
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q-bio.NC2018
Invertible generalized synchronization: A putative mechanism for implicit learning in biological and artificial neural systems
Zhixin Lu, Danielle S. Bassett
Regardless of the marked differences between biological and artificial neural systems, one fundamental similarity is that they are essentially dynamical systems that can learn to i…
nlin.CD2018
Attractor Reconstruction by Machine Learning
Zhixin Lu, Brian R. Hunt, Edward Ott
A machine-learning approach called "reservoir computing" has been used successfully for short-term prediction and attractor reconstruction of chaotic dynamical systems from time se…
physics.comp-ph2018
Conformational Control of Mechanical Networks
Jason Z. Kim, Zhixin Lu, Steven H. Strogatz +1
Understanding conformational change is crucial for programming and controlling the function of many mechanical systems such as allosteric enzymes and tunable metamaterials. Of part…