A low-power artificial spiking neuron based on ionic memristor for modulated frequency coding
Sign Up to like & getrecommendations! Published in 2024 at "Physica Scripta"
DOI: 10.1088/1402-4896/ad317a
Abstract: Neurons encode information through firing spikes with rich spatiotemporal dynamics. Using artificial neuron hardware based on memristors to emulate neuronal firing is of great significance for advancing the development of brain-like computing and artificial intelligence.… read more here.
Keywords: frequency coding; artificial spiking; ionic memristor; low power ... See more keywords
Electropolymerized dopamine-based memristors using threshold switching behaviors for artificial current-activated spiking neurons
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Semiconductors"
DOI: 10.1088/1674-4926/24070007
Abstract: Memristors have a synapse-like two-terminal structure and electrical properties, which are widely used in the construction of artificial synapses. However, compared to inorganic materials, organic materials are rarely used for artificial spiking synapses due to… read more here.
Keywords: artificial spiking; spiking; threshold switching; electropolymerized dopamine ... See more keywords
An Artificial Spiking Afferent Nerve Based on Synaptic Transistor for Thermal Perception
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Electron Device Letters"
DOI: 10.1109/led.2023.3330961
Abstract: The emulation of biological perception system enhances electronics via superior environmental interpretation accuracy. This research presents an artificial thermosensitive afferent nerve replicating key biological functions associated with cutaneous thermal perception, information processing, and reflex responses.… read more here.
Keywords: thermal perception; afferent nerve; perception; artificial spiking ... See more keywords
Dual exploration strategies using artificial spiking neural networks in a robotic learning task
Sign Up to like & getrecommendations! Published in 2020 at "Adaptive Behavior"
DOI: 10.1177/1059712320924744
Abstract: Spatial information can be valuable, but new environments may be perceived as risky and thus often evoke fear responses and risk-averse exploration strategies such as thigmotaxis or wall-following ... read more here.
Keywords: artificial spiking; exploration strategies; exploration; using artificial ... See more keywords