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Efficient dendritic learning as an alternative to synaptic plasticity hypothesis

Scientific reports, 2022-04, Vol.12 (1), p.6571-6571, Article 6571

2022

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Mutual coupling and synchronization of optically coupled quantum-dot micropillar lasers at ultra-low light levels

Nature communications, 2019-04, Vol.10 (1), p.1539-11, Article 1539

2019

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Towards a universal mechanism for successful deep learning

Scientific reports, 2024-03, Vol.14 (1), p.5881-5881, Article 5881

2024

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Learning on tree architectures outperforms a convolutional feedforward network

Scientific reports, 2023-01, Vol.13 (1), p.962-962, Article 962

2023

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Efficient shallow learning as an alternative to deep learning

Scientific reports, 2023-04, Vol.13 (1), p.5423-5423, Article 5423

2023

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Power-law scaling to assist with key challenges in artificial intelligence

Scientific reports, 2020-11, Vol.10 (1), p.19628, Article 19628

2020

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Brain experiments imply adaptation mechanisms which outperform common AI learning algorithms

Scientific reports, 2020-04, Vol.10 (1), p.6923-6923, Article 6923

2020

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Enhancing the accuracies by performing pooling decisions adjacent to the output layer

Scientific reports, 2023-08, Vol.13 (1), p.13385-13385, Article 13385

2023

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Brain inspired neuronal silencing mechanism to enable reliable sequence identification

Scientific reports, 2022-09, Vol.12 (1), p.16003-16003, Article 16003

2022

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Controlling synchronization in large laser networks

Physical review letters, 2012-05, Vol.108 (21), p.214101-214101, Article 214101

2012

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Oscillations in networks of networks stem from adaptive nodes with memory

Scientific reports, 2017-06, Vol.7 (1), p.2700-8, Article 2700

2017

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Stationary log-normal distribution of weights stems from spontaneous ordering in adaptive node networks

Scientific reports, 2018-08, Vol.8 (1), p.13091-9, Article 13091

2018

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Publisher Correction: Brain experiments imply adaptation mechanisms which outperform common AI learning algorithms

Scientific reports, 2020-06, Vol.10 (1), p.9356-9356, Article 9356

2020

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Public channel cryptography: chaos synchronization and Hilbert's tenth problem

Physical review letters, 2008-08, Vol.101 (8), p.084102-084102, Article 084102

2008

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Synchronized cluster formation in coupled laser networks

Physical review letters, 2011-06, Vol.106 (22), p.223901-223901, Article 223901

2011

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Synchronization of random bit generators based on coupled chaotic lasers and application to cryptography

Optics express, 2010-08, Vol.18 (17), p.18292-18302

2010

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Less Might Be More: Conduction Failure as a Factor Possibly Limiting the Efficacy of Higher Frequencies in rTMS Protocols

Frontiers in neuroscience, 2018-05, Vol.12, p.358-358

2018

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A minority of self-organizing autonomous vehicles significantly increase freeway traffic flow

Journal of physics. A, Mathematical and theoretical, 2020-10, Vol.53 (41), p.414001

2020

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Phase transition in crowd synchrony of delay-coupled multilayer laser networks

Optics express, 2012-08, Vol.20 (18), p.19683-19689

2012

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Statistical mechanics of learning via reverberation in bidirectional associative memories

Physica A, 2024-03, Vol.637, p.129512, Article 129512

2024

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Neuronal plasticity features are independent of neuronal holding membrane potential

Physica A, 2023-12, Vol.632, p.129351, Article 129351

2023

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Supervised Hebbian learning

Europhysics letters, 2023-01, Vol.141 (1), p.11001

2023

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An optical ultrafast random bit generator

Nature photonics, 2010-01, Vol.4 (1), p.58-61

2010

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Public channel cryptography by synchronization of neural networks and chaotic maps

Physical review letters, 2003-09, Vol.91 (11), p.118701-118701, Article 118701

2003

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New Types of Experiments Reveal that a Neuron Functions as Multiple Independent Threshold Units

Scientific reports, 2017-12, Vol.7 (1), p.18036-18036, Article 18036

2017

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Efficient dendritic learning as an alternative to synaptic plasticity hypothesis

Mutual coupling and synchronization of optically coupled quantum-dot micropillar lasers at ultra-low light levels

Towards a universal mechanism for successful deep learning

Learning on tree architectures outperforms a convolutional feedforward network

Efficient shallow learning as an alternative to deep learning

Power-law scaling to assist with key challenges in artificial intelligence

Brain experiments imply adaptation mechanisms which outperform common AI learning algorithms

Enhancing the accuracies by performing pooling decisions adjacent to the output layer

Brain inspired neuronal silencing mechanism to enable reliable sequence identification

Controlling synchronization in large laser networks

Oscillations in networks of networks stem from adaptive nodes with memory

Stationary log-normal distribution of weights stems from spontaneous ordering in adaptive node networks

Publisher Correction: Brain experiments imply adaptation mechanisms which outperform common AI learning algorithms

Public channel cryptography: chaos synchronization and Hilbert's tenth problem

Synchronized cluster formation in coupled laser networks

Synchronization of random bit generators based on coupled chaotic lasers and application to cryptography

Less Might Be More: Conduction Failure as a Factor Possibly Limiting the Efficacy of Higher Frequencies in rTMS Protocols

A minority of self-organizing autonomous vehicles significantly increase freeway traffic flow

Phase transition in crowd synchrony of delay-coupled multilayer laser networks

Statistical mechanics of learning via reverberation in bidirectional associative memories

Neuronal plasticity features are independent of neuronal holding membrane potential

Supervised Hebbian learning

An optical ultrafast random bit generator

Public channel cryptography by synchronization of neural networks and chaotic maps

New Types of Experiments Reveal that a Neuron Functions as Multiple Independent Threshold Units

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