Results 241 to 250 of about 737,076 (296)

Exploiting Ferroelectric and Spintronic Dynamics for Neural Network Computation

Advanced Intelligent Systems, EarlyView.
Ferroelectric and spintronic devices, relying on the control of polarization and magnetization, offer intrinsically fast, durable, energy‐efficient, and low‐latency building blocks for analog in‐memory computing. The hysteretic dynamics of an order parameter are leveraged to provide nonvolatile, multistate memory and nonlinear switching. Brain‐inspired
Dashiell Harrison, Kevin Nadaud, Josquin Harrison, Guillaume F. Nataf, Laura Bégon‐Lours   +4 more
wiley   +1 more source

Language-assisted multimodal convolutional transformer pipeline for retinal lesions segmentation. [PDF]

Sci Rep
Khan W, Alsaffar M, Abrar MF, Hassan T.
europepmc   +1 more source

Interpretable Short‐Term Electric Load Forecasting

Advanced Intelligent Systems, EarlyView.
A temporal fusion transformer is implemented to generate day‐ahead forecasts of the hourly electrical load of a departmentbuilding at an Italian university. A forecasting performance improvement of more than 25% compared with established benchmark models and a provision of inherent robust interpretability insights reveal the potential of this model for
Alessandro Nicola, Giorgia Ghione, Vincenzo Randazzo, Vincenzo Franzitta, Marco Badami, Eros Pasero, Giansalvo Cirrincione   +6 more
wiley   +1 more source

Explainable convolutional neural network model provides an alternative genome-wide association perspective on mutations in SARS-CoV-2. [PDF]

Sci Rep
Hatami P, Annan R, Miranda L, Gorman J, Xie M, Qingge L, Qin H.   +6 more
europepmc   +1 more source

Energy‐Aware Perturbation Optimization for Memristor‐Array Convolutional Neural Networks

Advanced Intelligent Systems, EarlyView.
Memristor‐array inference becomes more energy efficient when layer inputs are reshaped before computation. Sinusoidal perturbation encoding with dual‐threshold screening reduces active voltage pulses and contracts ADC input‐current ranges, jointly lowering crossbar and peripheral energy while preserving accuracy across hardware MNIST validation, deep ...
Ao Xu, Lun Lu, Youpeng Wu, Yao Guo, Yi Li, Yinan Wang, Qingjiang Li   +6 more
wiley   +1 more source

Towards neuromorphic neurotechnologies: integrating brain-inspired computing with brain-computer interfaces. [PDF]

NPJ Biomed Innov
Fares H, Ronchini M, Zamani M, Farkhani H, Chiappalone M, Neftci E, Moradi F.   +6 more
europepmc   +1 more source

Smart Logistics Model for Supply Chain Management via Brain-Inspired Geometric Deep Networks. [PDF]

Biomimetics (Basel)
Khaleghi M, Pashootanizadeh F, Khaleghi N, Sheykhivand S, Danishvar S, Ghezavati V.   +5 more
europepmc   +1 more source

Pixel-level understanding of a world in motion within a neural encoding framework. [PDF]

Sci Rep
Gamal M, Rashad M, Ehab E, Eldawlatly S, Siam M.   +4 more
europepmc   +1 more source

Research on Medical Image Super-Resolution Reconstruction Algorithm Based on Dilated Convolution and Multi-Module Fusion. [PDF]

J Imaging
Xu Z, Guo Y.
europepmc   +1 more source

Deep Relevance Hashing for Remote Sensing Image Retrieval. [PDF]

Sensors (Basel)
Liu X, Chen X, Zhu G.
europepmc   +1 more source