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Brain-inspired global-local learning incorporated with neuromorphic computing

Nature communications, 2022-01, Vol.13 (1), p.65-65, Article 65

2022

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Searching for spin glass ground states through deep reinforcement learning

Nature communications, 2023-02, Vol.14 (1), p.725-725, Article 725

2023

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Uncertainty-inspired open set learning for retinal anomaly identification

Nature communications, 2023-10, Vol.14 (1), p.6757-6757, Article 6757

2023

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Neural sampling machine with stochastic synapse allows brain-like learning and inference

Nature communications, 2022-05, Vol.13 (1), p.2571-2571, Article 2571

2022

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Global reward state affects learning and activity in raphe nucleus and anterior insula in monkeys

Nature communications, 2020-07, Vol.11 (1), p.3771-3771, Article 3771

2020

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A knowledge-guided pre-training framework for improving molecular representation learning

Nature communications, 2023-11, Vol.14 (1), p.7568-7568, Article 7568

2023

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CLOOME: contrastive learning unlocks bioimaging databases for queries with chemical structures

Nature communications, 2023-11, Vol.14 (1), p.7339-7339, Article 7339

2023

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Fuzzy extreme learning machine for classification

Electronics letters, 2013-03, Vol.49 (7), p.448-450

2013

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Clone-structured graph representations enable flexible learning and vicarious evaluation of cognitive maps

Nature communications, 2021-04, Vol.12 (1), p.2392-2392, Article 2392

2021

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Self-supervised dynamic learning for long-term high-fidelity image transmission through unstabilized diffusive media

Nature communications, 2024-02, Vol.15 (1), p.1498-1498, Article 1498

2024

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Local prediction-learning in high-dimensional spaces enables neural networks to plan

Nature communications, 2024-03, Vol.15 (1), p.2344-2344, Article 2344

2024

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Deep representation learning of chemical-induced transcriptional profile for phenotype-based drug discovery

Nature communications, 2024-06, Vol.15 (1), p.5378-14, Article 5378

2024

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Fairer AI in ophthalmology via implicit fairness learning for mitigating sexism and ageism

Nature communications, 2024-06, Vol.15 (1), p.4750-4750, Article 4750

2024

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Robustly federated learning model for identifying high-risk patients with postoperative gastric cancer recurrence

Nature communications, 2024-01, Vol.15 (1), p.742-742, Article 742

2024

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3D-integrated multilayered physical reservoir array for learning and forecasting time-series information

Nature communications, 2024-03, Vol.15 (1), p.2044-2044, Article 2044

2024

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Automated high-throughput genome editing platform with an AI learning in situ prediction model

Nature communications, 2022-11, Vol.13 (1), p.7386-7386, Article 7386

2022

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Memristor-based neuron circuit and method for applying learning algorithm in SPICE

Electronics letters, 2014-03, Vol.50 (7), p.492-494

2014

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Outlier-resistant adaptive filtering based on sparse Bayesian learning

Electronics letters, 2014-04, Vol.50 (9), p.663-665

2014

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Partwise bag-of-words-based multi-task learning for human action recognition

Electronics letters, 2013-06, Vol.49 (13), p.803-805

2013

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Special Issue on "Machine Learning in Aerospace"

Aerospace America, 2020-12, Vol.58 (11), p.86

2020

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PROCUREMENT AS POLICY: ADMINISTRATIVE PROCESS FOR MACHINE LEARNING

Berkeley technology law journal, 2020-12, Vol.34 (3), p.773

2020

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Experimentally validated memristive memory augmented neural network with efficient hashing and similarity search

Nature communications, 2022-10, Vol.13 (1), p.6284-6284, Article 6284

2022

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Chalcogenide optomemristors for multi-factor neuromorphic computation

Nature communications, 2022-04, Vol.13 (1), p.2247-2247, Article 2247

2022

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A systematic study of key elements underlying molecular property prediction

Nature communications, 2023-10, Vol.14 (1), p.6395-6395, Article 6395

2023

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Computational intelligence-based polymerase chain reaction primer selection based on a novel teaching-learning-based optimisation

IET nanobiotechnology, 2014-12, Vol.8 (4), p.238-246

Cheng, Yu-Huei

2014

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Brain-inspired global-local learning incorporated with neuromorphic computing

Searching for spin glass ground states through deep reinforcement learning

Uncertainty-inspired open set learning for retinal anomaly identification

Neural sampling machine with stochastic synapse allows brain-like learning and inference

Global reward state affects learning and activity in raphe nucleus and anterior insula in monkeys

A knowledge-guided pre-training framework for improving molecular representation learning

CLOOME: contrastive learning unlocks bioimaging databases for queries with chemical structures

Fuzzy extreme learning machine for classification

Clone-structured graph representations enable flexible learning and vicarious evaluation of cognitive maps

Self-supervised dynamic learning for long-term high-fidelity image transmission through unstabilized diffusive media

Local prediction-learning in high-dimensional spaces enables neural networks to plan

Deep representation learning of chemical-induced transcriptional profile for phenotype-based drug discovery

Fairer AI in ophthalmology via implicit fairness learning for mitigating sexism and ageism

Robustly federated learning model for identifying high-risk patients with postoperative gastric cancer recurrence

3D-integrated multilayered physical reservoir array for learning and forecasting time-series information

Automated high-throughput genome editing platform with an AI learning in situ prediction model

Memristor-based neuron circuit and method for applying learning algorithm in SPICE

Outlier-resistant adaptive filtering based on sparse Bayesian learning

Partwise bag-of-words-based multi-task learning for human action recognition

Special Issue on "Machine Learning in Aerospace"

PROCUREMENT AS POLICY: ADMINISTRATIVE PROCESS FOR MACHINE LEARNING

Experimentally validated memristive memory augmented neural network with efficient hashing and similarity search

Chalcogenide optomemristors for multi-factor neuromorphic computation

A systematic study of key elements underlying molecular property prediction

Computational intelligence-based polymerase chain reaction primer selection based on a novel teaching-learning-based optimisation

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