Evolutionary spiking neural networks: a survey

Journal of Membrane Computing, Год журнала: 2024, Номер unknown

Опубликована: Июнь 17, 2024

Язык: Английский

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Training multi-bit Spiking Neural Network with Virtual Neurons

Neurocomputing, Год журнала: 2025, Номер unknown, С. 129825 - 129825

Опубликована: Март 1, 2025

Язык: Английский

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Adaptive metagraph neural network assisted by metagraph search for financial fraud detection

Engineering Applications of Artificial Intelligence, Год журнала: 2025, Номер 153, С. 110807 - 110807

Опубликована: Апрель 28, 2025

Язык: Английский

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Real-time hardware emulation of neural cultures: A comparative study of in vitro, in silico and in duris silico models

Neural Networks, Год журнала: 2024, Номер 179, С. 106593 - 106593

Опубликована: Авг. 5, 2024

Biological neural networks are well known for their capacity to process information with extremely low power consumption. Fields such as Artificial Intelligence, high computational costs, seeking alternatives inspired in biological systems. An inspiring alternative is implement hardware architectures that replicate the behavior of neurons but flexibility programming capabilities an electronic device, all combined a relatively operational cost. To advance this quest, here we analyze HEENS architecture operate similar manner vitro neuronal network grown laboratory. For that, considered data spontaneous activity living cultures about 400 and compared collective dynamics functional those obtained from direct numerical simulations (in silico) implementations duris silico). The results show capable mimic both silico systems efficient-cost ratio, on different topological designs. Our work shows compact low-cost feasible, opening new avenues future, highly efficient neuromorphic devices advanced human-machine interfacing.

Язык: Английский

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A Novel Automatic Generation Method for Neural Network by Using Iterative Function System

Communications in computer and information science, Год журнала: 2024, Номер unknown, С. 146 - 157

Опубликована: Сен. 21, 2024

Язык: Английский

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Tipping prediction of a class of large-scale radial-ring neural networks

Neural Networks, Год журнала: 2024, Номер 181, С. 106820 - 106820

Опубликована: Окт. 16, 2024

Язык: Английский

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Rethinking density ratio estimation based hyper-parameter optimization

Neural Networks, Год журнала: 2024, Номер 182, С. 106917 - 106917

Опубликована: Ноя. 20, 2024

Язык: Английский

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