Results 61 to 70 of about 41,575 (296)

All‐in‐One Analog AI Hardware: On‐Chip Training and Inference with Conductive‐Metal‐Oxide/HfOx ReRAM Devices

open access: yesAdvanced Functional Materials, EarlyView.
An all‐in‐one analog AI accelerator is presented, enabling on‐chip training, weight retention, and long‐term inference acceleration. It leverages a BEOL‐integrated CMO/HfOx ReRAM array with low‐voltage operation (<1.5 V), multi‐bit capability over 32 states, low programming noise (10 nS), and near‐ideal weight transfer.
Donato Francesco Falcone   +11 more
wiley   +1 more source

Earth Chamber Pressure Prediction Method for Earth Pressure Balance Shield Based on LSTM-DNN Fusion Model

open access: yesChengshi guidao jiaotong yanjiu
[Objective]Earth chamber pressure is a key parameter for EPB (earth pressure balance) shield construction assessment. Accurate prediction of earth chamber pressure helps construction technicians take timely control measures to ensure subway tunnel ...
WANG Bozhi   +8 more
doaj   +1 more source

Towards incorporating anamorphic fungi in a natural classification – checklist and notes for 2011 [PDF]

open access: yesMycosphere, 2012
A complilation of anamorphic names for both Ascomycota and Basidiomycota is provided which comprises 2895 genera. The genera are listed against a backbone of teleomorphic relationships where known.
Wijayawardene DNN, McKenzie EHC, Hyde KD
doaj   +1 more source

Unveiling Hidden DNN Defects with Decision-Based Metamorphic Testing

open access: yes, 2022
Contemporary DNN testing works are frequently conducted using metamorphic testing (MT). In general, de facto MT frameworks mutate DNN input images using semantics-preserving mutations and determine if DNNs can yield consistent predictions.
Yuan, Yuanyuan, Pang, Qi, Wang, Shuai
core   +1 more source

Neuromorphic Electronics for Intelligence Everywhere: Emerging Devices, Flexible Platforms, and Scalable System Architectures

open access: yesAdvanced Materials, EarlyView.
The perspective presents an integrated view of neuromorphic technologies, from device physics to real‐time applicability, while highlighting the necessity of full‐stack co‐optimization. By outlining practical hardware‐level strategies to exploit device behavior and mitigate non‐idealities, it shows pathways for building efficient, scalable, and ...
Kapil Bhardwaj   +8 more
wiley   +1 more source

MehrasaModanlou/DNN-for-Software-Fault-Prediction: Initial Release

open access: yes
<h2>What's Changed</h2> <ul> <li>Release the first version of the SFP-DNN.ipynb by @MehrasaModanlou in https://github.com/MehrasaModanlou/DNN-for-Software-Fault-Prediction/pull/1</li> </ul> <h2>New Contributors ...
MehrasaModanlou
core   +2 more sources

Two hidden layer DNN structure.

open access: yes, 2021
Two hidden layer DNN structure.
Joan Lu (10661363)   +1 more
core   +1 more source

Weaving Intelligence: Thermally Drawn Multimaterial Fibers Toward AI‐Enabled Smart Textiles

open access: yesAdvanced Materials, EarlyView.
Thermally drawn multimaterial fibers are rapidly advancing as intelligent structural units for next‐generation smart textiles. Integrating multimaterial architectures with neuromorphic and spiking‐neural‐network principles enables fabrics that can sense, compute, and adapt autonomously.
Vuong Dinh Trung   +9 more
wiley   +1 more source

Faster Convergence & Generalization in DNNs

open access: yesCoRR, 2018
9 pages, 6 ...
Gaurav Singh 0001, John Shawe-Taylor
openaire   +2 more sources

Advanced Design for Weakly Coupled Resonators by Automatic Active Optimization

open access: yesAdvanced Materials Technologies, EarlyView.
An Automatic Active Optimization (AAO) strategy integrates machine learning predictors and genetic algorithms in a closed‐loop workflow. By iteratively expanding its dataset with new discoveries, AAO overcomes the limits of conventional methods. This approach finds superior microstructural designs beyond the initial sample space. We demonstrate this on
Wei Yue   +8 more
wiley   +1 more source

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