Neuromorphic Computing for Smart Agriculture

Agriculture, Journal Year: 2024, Volume and Issue: 14(11), P. 1977 - 1977

Published: Nov. 4, 2024

Neuromorphic computing has received more and attention recently since it can process information interact with the world like human brain. Agriculture is a complex system that includes many processes of planting, breeding, harvesting, processing, storage, logistics, consumption. Smart devices in association artificial intelligence (AI) robots Internet Things (IoT) systems have been used also need to be improved accommodate growth computing. great potential promote development smart agriculture. The aim this paper describe current principles neuromorphic technology, explore examples applications agriculture, consider future route synapses, neurons, neural networks (ANNs). A expected improve agricultural production efficiency ensure food quality safety for nutrition health agriculture future.

Language: Английский

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Fabrication of rare earth (Tb+3) and alkaline earth metal (Mg+2) Co-doped CdAl2O4@MXene composite: A unique approach to tune bandgap energy through quantum confinement effect for photocatalytic applications

Ceramics International, Journal Year: 2024, Volume and Issue: 50(17), P. 29201 - 29212

Published: May 15, 2024

Language: Английский

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Facile fabrication and electrochemical studies of Bi-Al codoped MoO3 and its composite with r-GO for supercapacitor applications

Ceramics International, Journal Year: 2024, Volume and Issue: 50(15), P. 26464 - 26473

Published: May 1, 2024

Language: Английский

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Based on BP/CuInP2S6 van der Waals heterojunction terahertz photodetectors with High-performance photoresponse

Infrared Physics & Technology, Journal Year: 2025, Volume and Issue: unknown, P. 105774 - 105774

Published: Feb. 1, 2025

Language: Английский

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Two-dimensional van der Waals ferroelectrics: A pathway to next-generation devices in memory and neuromorphic computing

Materials Science and Engineering R Reports, Journal Year: 2024, Volume and Issue: 161, P. 100873 - 100873

Published: Nov. 2, 2024

Language: Английский

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Realising Bio‐Synapse Analogous Paired‐Pulse Facilitation (PPF) and Release Inactivation (RI) and Emulating "Tip of the Tongue" Experience Through Conductance and Retention Dynamics in Ag Nano‐Labyrinth‐Based Neuromorphic Device

Advanced Functional Materials, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 21, 2025

Abstract In bio‐neural networks, pairing of consecutive action potentials based on the time interval in between, known as paired‐pulse facilitation (PPF), is crucial enhancing synaptic strength and duration. However, at lower intervals, release inactivation (RI) may set diminishing effect potentials. While neuromorphic version PPF extensively studied literature, aspects related to RI are largely ignored. This study presents a novel two‐terminal resistive device utilizing dewetting‐engineered Ag labyrinth structure, designed emulate observed biological synapses. The pulse not only conductance (G) but also its retention (t r ), with PPF(G) reaching maximum ≈2.65 PPF(t ) ≈12.6. Furthermore, unique second‐order when larger than first employed; instances where ended right before second within very small interval, effects can still be seen, akin “tip tongue” experience humans. Utilizing such inherent volatility particularly significant for dynamical neural network‐based reservoir computing (RC).

Language: Английский

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Progress on the program of Si-compatible two-dimensional semiconductor materials and devices

Science China Information Sciences, Journal Year: 2024, Volume and Issue: 67(6)

Published: May 21, 2024

Language: Английский

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