A Three-Dimensional Neuromorphic Photosensor Array for Nonvolatile In-Sensor Computing.
Sign Up to like & getrecommendations! Published in 2023 at "Nano letters"
DOI: 10.1021/acs.nanolett.3c00899
Abstract: In-sensor computing hardware based on emerging reconfigurable photosensors can effectively reduce redundant data and decrease power consumption, which can greatly promote the evolution of machine vision. However, because of the complex device structures and low… read more here.
Keywords: sensor computing; sensor; three dimensional; dimensional neuromorphic ... See more keywords
In-sensor computing for machine vision
Sign Up to like & getrecommendations! Published in 2020 at "Nature"
DOI: 10.1038/d41586-020-00592-6
Abstract: An image-sensor array has been developed that acts as its own artificial neural network to capture and identify optical images simultaneously, processing the information rapidly without needing to convert it to a digital format. An… read more here.
Keywords: computing machine; machine vision; sensor; sensor computing ... See more keywords
Intelligent matter endows reconfigurable temperature and humidity sensations for in-sensor computing.
Sign Up to like & getrecommendations! Published in 2023 at "Materials horizons"
DOI: 10.1039/d2mh01491b
Abstract: Data-centric tactics with in-sensor computing go beyond the conventional computing-centric tactic that is suffering from processing latency and excessive energy consumption. The multifunctional intelligent matter with dynamic smart responses to environmental variations paves the way… read more here.
Keywords: humidity; reconfigurable temperature; sensor computing; temperature ... See more keywords
Neuromorphic Near-Sensor Computing: From Event-Based Sensing to Edge Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Micro"
DOI: 10.1109/mm.2022.3195634
Abstract: Neuromorphic near-sensor computing has recently emerged as a low-power and low-memory paradigm for the design of artificial intelligence (AI)-enabled IoT devices working at the extreme edge. Compared to conventional sensing and learning techniques, neuromorphic sampling,… read more here.
Keywords: sensor computing; neuromorphic near; event; near sensor ... See more keywords
Perovskite-Based Memristor with 50-Fold Switchable Photosensitivity for In-Sensor Computing Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "Nanomaterials"
DOI: 10.3390/nano12132217
Abstract: In-sensor computing can simultaneously output image information and recognition results through in-situ visual signal processing, which can greatly improve the efficiency of machine vision. However, in-sensor computing is challenging due to the requirement to controllably… read more here.
Keywords: neural network; sensor computing; switchable photosensitivity; perovskite ... See more keywords