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Scaling in Deep and Shallow Learning Architectures

New scaling law demonstrates how AI copes with changing categories

How can AI cope with changing categories?

Advanced confidence methods in deep learning

Bar-Ilan physicists engineer AI to increase confidence in autonomous vehicles

Bar-Ilan physicists engineer AI to increase confidence in autonomous vehicles

Towards a universal mechanism for successful deep learning

How can the brain compete with AI?

How can the brain compete with AI?

Efficient shallow learning mechanism as an alternative to deep learning

Scientists show how shallow learning mechanism used by the brain can compete with deep learning

Outsmarting AI: Brain’s Wide, Shallow Learning Redefines Efficiency

How Can the Human Brain Compete With Artificial Intelligence?

Wissenschaftler zeigen, wie der vom Gehirn genutzte flache Lernmechanismus mit tiefem Lernen konkurrieren kann

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

Better paths yield better AI

Better paths yield better AI

Efficient shallow learning as an alternative to deep learning

Is Deep Learning a necessary ingredient for Artificial Intelligence?

Learning on tree architectures outperforms a convolutional feedforward network

Is brain learning weaker than artificial Intelligence?

Building a New Type of Efficient Artificial Intelligence Inspired

Brain inspired neuronal silencing mechanism to enable reliable sequence identification

Unreliable neurons improve brain functionalities

Unreliable neurons improve brain functionalities

Unreliable neurons improve brain functionalities

Unreliable neurons improve brain functionalities

Unreliable neurons improve brain functionalities

Unreliable neurons improve brain functionalities

Long anisotropic absolute refractory periods with rapid rise times to reliable responsiveness

Century-old assumption regarding neurons and brain activity disproved

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

Physics can assist with key challenges in artificial intelligence

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

https://www.youtube.com/watch?v=fkju7WfX8sQ&feature=youtu.be

Brain experiments imply adaptation mechanisms which outperform common AI learning algorithms

AI to be taken to next level

Researchers rebuild the bridge between neuroscience and artificial intelligence

Исследователи восстанавливают свзять между нейробиологией и ИИИсточник: https://4everscience.com/2020/04/23/issledovateli-vosstanavlivayut-most-mezhdu-nejrobiologiej-i-ii/

Researchers rebuild the bridge between neuroscience and artificial intelligence

Scientists demonstrate new brain-inspired learning mechanism

Researchers rebuild the bridge between neuroscience and artificial intelligence

Rebuilding the Bridge Between Neuroscience and Artificial Intelligence

Science子刊：人脑存在加速学习机制，算力赛过最新AI算法

Researchers rebuild the bridge between neuroscience and artificial intelligence

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Embedding information in physically generated random bit sequences while maintaining certified randomness

In classical and quantum secure communication practical randomness is incomplete

When "Random" Isn't Truly Random: Bit Study Could Lead to New Types of Secure Code

In classical and quantum secure communication practical randomness is incomplete

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Biological learning curves outperform existing ones in artificial intelligence algorithms

The brain inspires a new type of artificial intelligence

A New Type of AI Has Been Created Inspired by the Human Brain

ISRAELI RESEARCHERS CREATE BRAIN-INSPIRED AI ALGORITHM

Artificial Intelligence (AI) Stats News: AI Augmentation To Create $2.9 Trillion Of Business Value

The brain inspires a new type of artificial intelligence

The Brain Inspires a New Type of Artificial Intelligence

The brain inspires a new type of artificial intelligence

Bar Ilan: The Brain Inspires a New Type of Artificial Intelligence

New Type of Artificial Intelligence Inspired by Brain

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

Slower rates of stimulation may be more effective in brain therapy, suggests research

In brain stimulation therapy less might be more

Study recommends lowering the dosage of magnetic stimulation for mental illness

Brain Stimulation Done at Slower Rates May Be Best for MS and Other Patients as Neurons ‘Tire,’ Study Says

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Adaptive nodes enrich nonlinear cooperative learning beyond traditional adaptation by links

The brain learns completely differently than we've assumed since the 20th century

The Brain Learns Completely Differently Than We've Assumed Since the 20th Century

BAR-ILAN UNIVERSITY RESEARCHERS FIND REVOLUTIONARY BRAIN MECHANISM

Study overturns age-old theory of brain learning

The brain learns completely differently than we've assumed since the 20th century

The Brain Learns Completely Differently Than We’ve Assumed Since The 20th Century

Cervello: perché l’apprendimento è così complesso

The brain learns completely differently than we've assumed since the 20th century

The Brain Learns Completely Differently Than We've Assumed since the 20th Century

The brain learns completely differently than we’ve assumed, new learning theory says

The Brain Learns Completely Differently than We’ve Assumed Since the 20th Century

The brain learns completely differently than we've assumed since the 20th century

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

PHYSICS: SCIENTISTS DISPROVE CENTURY-OLD ASSUMPTION ABOUT THE BRAIN’S NEURONS

Physics: Scientists Disprove Century-Old Assumption About the Brain’s Neurons

Physicists Overturn a 100-Year-Old Assumption on How Brains Work

Physicists negate century-old assumption regarding neurons and brain activity

Scientists Negate Century-Old Assumption Regarding Neurons

Вековые представления о работе нейронов мозга оказались ошибочными

Physicists Overturn a 100-Year-Old Assumption on How Brains Work

Physicists Negate Century-old Assumption Regarding Neurons And Brain Activity

Physicists negate century-old assumption regarding neurons and brain activity

Físicos desmienten una creencia centenaria sobre el funcionamiento del cerebro

Physicists Overturn a 100-Year-Old Assumption on How Brains Work

CENTURY-OLD BELIEF ABOUT NERVE CELLS DISPROVED AT ISRAELI UNIVERSITY

Physicists Negate Century-Old Assumption Regarding Neurons and Brain Activity

Physicists have overturned a 100-year-old assumption on how your brain works

有獎翻譯顛覆神經學的研究

Megdőlt az idegtudomány egyik közel száz éves feltevése

Revolucionario descubrimiento en Israel del funcionamiento neuronal

Открыты новые особенности механизма работы нейронов

Os físicos invadem uma suposição de 100 anos de idade sobre o funcionamento dos cérebros

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Press articles on previous work

http://scitation.aip.org/content/aip/magazine/physicstoday/news/10.1063/PT.4.0778

http://physics.aps.org/synopsis-for/10.1103/PhysRevLett.111.044102

http://www.newscientist.com/article/dn2067-neural-network-injokes-could-pass-secrets.html#.U1ozF2dZqfA

https://www.newscientist.com/article/mg17323352-500-can-you-keep-a-secret/

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