Low-temperature intrinsic plasticity in silicon at small scales
Sign Up to like & getrecommendations! Published in 2018 at "Acta Materialia"
DOI: 10.1016/j.actamat.2018.09.025
Abstract: Abstract The mechanical properties of materials usually depend on the size of the considered object. Silicon, for instance, undergoes between the macroscopic and nanometer scales, a brittle-to-ductile transition at room temperature. Although essential for the… read more here.
Keywords: low temperature; temperature; intrinsic plasticity; temperature intrinsic ... See more keywords
Fast and robust learning in Spiking Feed-forward Neural Networks based on Intrinsic Plasticity mechanism
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.07.009
Abstract: Abstract In this paper, the computational performance of a Spiking Feed-forward Neural Network (SFNN) is investigated based on a brain-inspired Intrinsic Plasticity (IP) mechanism, which is a membrane potential adaptive tuning scheme used to change… read more here.
Keywords: intrinsic plasticity; neural networks; plasticity mechanism; spiking feed ... See more keywords
Intrinsic plasticity of silicon nanowire neurotransistors for dynamic memory and learning functions
Sign Up to like & getrecommendations! Published in 2020 at "Nature Electronics"
DOI: 10.1038/s41928-020-0412-1
Abstract: Neuromorphic architectures merge learning and memory functions within a single unit cell and in a neuron-like fashion. Research in the field has been mainly focused on the plasticity of artificial synapses. However, the intrinsic plasticity… read more here.
Keywords: intrinsic plasticity; plasticity; memory; silicon nanowire ... See more keywords
Muscarinic Modulation of SK2-Type K+ Channels Promotes Intrinsic Plasticity in L2/3 Pyramidal Neurons of the Mouse Primary Somatosensory Cortex
Sign Up to like & getrecommendations! Published in 2020 at "eNeuro"
DOI: 10.1523/eneuro.0453-19.2020
Abstract: Abstract Muscarinic acetylcholine receptors (mAChRs) inhibit small-conductance calcium-activated K+ channels (SK channels) and enhance synaptic weight via this mechanism. SK channels are also involved in activity-dependent plasticity of membrane excitability (“intrinsic plasticity”). Here, we investigate… read more here.
Keywords: mouse primary; plasticity; sk2; intrinsic plasticity ... See more keywords
Dynamic Neural Fields with Intrinsic Plasticity
Sign Up to like & getrecommendations! Published in 2017 at "Frontiers in Computational Neuroscience"
DOI: 10.3389/fncom.2017.00074
Abstract: Dynamic neural fields (DNFs) are dynamical systems models that approximate the activity of large, homogeneous, and recurrently connected neural networks based on a mean field approach. Within dynamic field theory, the DNFs have been used… read more here.
Keywords: intrinsic plasticity; input; fields intrinsic; neural fields ... See more keywords