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Neuromorphic computing takes inspiration from the brain to create energy efficient hardware for information processing, capable of highly sophisticated tasks. In this article, we make the case that building this new hardware necessitates…

新兴技术 · 计算机科学 2020-03-26 Danijela Markovic , Alice Mizrahi , Damien Querlioz , Julie Grollier

The informational synthesis of neural structures, processes, parameters and characteristics that allow a unified description and modeling as neural machines of natural and artificial neural systems is presented. The general informational…

神经与进化计算 · 计算机科学 2024-04-08 Iosif Iulian Petrila

The interactions play one of the central roles in the brain mediating various processes and functions. They are particularly important for the brain as a complex system that has many different functions from the same structural…

适应与自组织系统 · 物理学 2020-08-19 Tomislav Stankovski

In biological systems, sensing is not performed by the brain alone: the body deforms, vibrates, and filters external stimuli before they are transduced into neural signals. In engineered systems, this processing burden is placed largely on…

神经元与认知 · 定量生物学 2026-05-26 Kyungmi Na , Yifei Li , Xinyi Yang , Bolei Deng

To learn how cognition is implemented in the brain, we must build computational models that can perform cognitive tasks, and test such models with brain and behavioral experiments. Cognitive science has developed computational models of…

神经元与认知 · 定量生物学 2018-08-01 Nikolaus Kriegeskorte , Pamela K. Douglas

This paper presents a highly speculative model encompassing the cortex, thalamus, and hippocampus of the mammalian brain. While the majority of computational neuroscience models are founded upon empirical evidence, this model is predicated…

神经元与认知 · 定量生物学 2024-05-22 Valentin Puente-Varona

Physical emergence - crystals, rocks, sandpiles, turbulent eddies, planets, stars - is fundamentally different from biological emergence - amoeba, cells, mice, humans - even though the latter is based in the former. This paper points out…

生物物理 · 物理学 2018-03-29 George Ellis , Jonathan Kopel

More and more scientific research shows that there is a close correlation between the Internet and brain science. This paper presents the idea of establishing the Internet neurology, which means to make a cross-contrast between the two in…

其他计算机科学 · 计算机科学 2015-04-14 Feng Liu

Artificial intelligence algorithms are capable of fantastic exploits, yet they are still grossly inefficient compared with the brain's ability to learn from few exemplars or solve problems that have not been explicitly defined. What is the…

神经元与认知 · 定量生物学 2018-10-08 Aurelio Cortese , Benedetto De Martino , Mitsuo Kawato

It has been proposed that there is a wave excitation in animal brains, whose function is to represent three-dimensional space around the animal as a working spatial memory. After surveying the evidence supporting the hypothesis, I discuss…

神经元与认知 · 定量生物学 2024-08-13 Robert Worden

Machine learning is a field of computer science that builds algorithms that learn. In many cases, machine learning algorithms are used to recreate a human ability like adding a caption to a photo, driving a car, or playing a game. While the…

计算机视觉与模式识别 · 计算机科学 2017-09-21 Ruth Fong , Walter Scheirer , David Cox

The human brain is a complex system, and understanding its mechanisms has been a long-standing challenge in neuroscience. The study of the functional connectome, which maps the functional connections between different brain regions, has…

神经与进化计算 · 计算机科学 2025-04-14 Tananun Songdechakraiwut , Yutong Wu

Plans for a new type of artificial brain are possible because of realistic neurons in logically structured arrays of controlled toggles, one toggle per neuron. Controlled toggles can be made to compute, in parallel, parameters of critical…

新兴技术 · 计算机科学 2015-04-20 John Robert Burger

There is a vast supply of prior art that study models for mental processes. Some studies in psychology and philosophy approach it from an inner perspective in terms of experiences and percepts. Others such as neurobiology or…

人工智能 · 计算机科学 2012-03-20 Rina Panigrahy , Li Zhang

We extend the concept that life is an informational phenomenon, at every level of organisation, from molecules to the global ecological system. According to this thesis: (a) living is information processing, in which memory is maintained by…

信息论 · 计算机科学 2014-02-17 Keith D. Farnsworth , John Nelson , Carlos Gershenson

Artificial intelligence can outperform humans in specific tasks but consumes substantial energy. How the human brain can work at just 20 watts with complex cognitive intelligence? Here we decode the fundamental information strategy unit of…

生物物理 · 物理学 2025-08-06 Jinxuan Ma , Wanlin Guo

The glow of a starry night sky, the smell of a freshly brewed cup of coffee or the sound of ocean waves breaking on the beach are representations of the physical world that have been created by the dynamic interactions of thousands of…

神经元与认知 · 定量生物学 2011-07-28 Henry Lütcke , Fritjof Helmchen

Human civilization has witnessed transformative technological milestones, from ancient fire lighting to the internet era. This chapter delves into the invasive brain machine interface (BMI), a pioneering technology poised to be a defining…

人机交互 · 计算机科学 2025-07-03 Rezwan Firuzi , Ayub Bokani , Jahan Hassan , Hamed Ahmadyani , Mohammad Foad Abdi , Dana Naderi , Diako Ebrahimi

Human physical reasoning relies on internal "body" representations - coarse, volumetric approximations that capture an object's extent and support intuitive predictions about motion and physics. While psychophysical evidence suggests humans…

计算机视觉与模式识别 · 计算机科学 2025-12-02 Andrey Gizdov , Andrea Procopio , Yichen Li , Daniel Harari , Tomer Ullman

We seek general principles of the structure of the cellular collective activity associated with conscious awareness. Can we obtain evidence for features of the optimal brain organization that allows for adequate processing of stimuli and…

神经元与认知 · 定量生物学 2017-12-27 D. M. Mateos , R. Wennberg , R. Guevara , J. L. Perez Velazquez