TorchMD-Net 2.0: Fast Neural Network Potentials for Molecular Simulations.
Sign Up to like & getrecommendations! Published in 2024 at "Journal of chemical theory and computation"
DOI: 10.1021/acs.jctc.4c00253
Abstract: Achieving a balance between computational speed, prediction accuracy, and universal applicability in molecular simulations has been a persistent challenge. This paper presents substantial advancements in TorchMD-Net software, a pivotal step forward in the shift from… read more here.
Keywords: net fast; fast neural; molecular simulations; neural network ... See more keywords
Toward Fast Neural Computing using All-Photonic Phase Change Spiking Neurons
Sign Up to like & getrecommendations! Published in 2018 at "Scientific Reports"
DOI: 10.1038/s41598-018-31365-x
Abstract: The rapid growth of brain-inspired computing coupled with the inefficiencies in the CMOS implementations of neuromrphic systems has led to intense exploration of efficient hardware implementations of the functional units of the brain, namely, neurons… read more here.
Keywords: neural computing; phase; fast neural; phase change ... See more keywords
Investigating the safety of fast neural electrical impedance tomography in the rat brain.
Sign Up to like & getrecommendations! Published in 2019 at "Physiological measurement"
DOI: 10.1088/1361-6579/ab0d53
Abstract: OBJECTIVE Electrical impedance tomography (EIT) can be used to image impedance changes which arise due to fast electrical activity during neuronal depolarisation and so holds therapeutic potential for improving the localisation of epileptic seizure foci… read more here.
Keywords: electrical impedance; safety; fast neural; impedance tomography ... See more keywords