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Grid cells play a principal role in enabling mammalian cognitive representations of ambient environments. The key property of these cells -- the regular arrangement of their firing fields -- is commonly viewed as means for establishing…

神经元与认知 · 定量生物学 2022-08-30 Yuri Dabaghian

There is physiological evidence that our ability to interpret human pose and action from 2D visual imagery (binocular or monocular) engages the circuitry of the motor cortices as well as the visual areas of the brain. This implies that the…

计算机视觉与模式识别 · 计算机科学 2015-03-31 David W. Arathorn

Gliomas are primary brain tumors with a high invasive potential and infiltrative spread. Among them, glioblastoma multiforme (GBM) exhibits microvascular hyperplasia and pronounced necrosis triggered by hypoxia. Histological samples showing…

组织与器官 · 定量生物学 2025-11-04 Pawan Kumar , Jing Li , Christina Surulescu

The participation of astrocytes in brain computation was formally hypothesized in 1992, coinciding with the discovery that these glial cells display a complex form of Ca2+ excitability. This fostered conceptual advances centered on the…

神经元与认知 · 定量生物学 2023-10-23 Ciaran Murphy-Royal , ShiNung Ching , Thomas Papouin

Cellular behavior is governed by gene regulatory processes that are intrinsically dynamic and nonlinear, and are subject to non-negligible amounts of random fluctuations. Such conditions are ubiquitous in physical systems, where they have…

分子网络 · 定量生物学 2011-09-21 Jordi Garcia-Ojalvo

Current advances in neurosciences deal with the functional architecture of the central nervous system, paving the way for holistic theories that improve our understanding of brain activity. From topology, a strong concept comes into play in…

神经元与认知 · 定量生物学 2015-12-02 A. Tozzi , J. F. Peters

A fundamental goal in network neuroscience is to understand how activity in one region drives activity elsewhere, a process referred to as effective connectivity. Here we propose to model this causal interaction using integro-differential…

神经元与认知 · 定量生物学 2017-05-17 Luca Ambrogioni , Max Hinne , Marcel van Gerven , Eric Maris

We introduce Graph Neural Processes (GNP), inspired by the recent work in conditional and latent neural processes. A Graph Neural Process is defined as a Conditional Neural Process that operates on arbitrary graph data. It takes features of…

机器学习 · 计算机科学 2019-10-03 Andrew Carr , David Wingate

We present a computational model that highlights the role of basal ganglia (BG) in generating simple reaching movements. The model is cast within the reinforcement learning (RL) framework with the correspondence between RL components and…

神经元与认知 · 定量生物学 2011-01-26 K. N. Magdoom , D. Subramanian , V. S. Chakravarthy , B. Ravindran , Shun-ichi Amari , N. Meenakshisundaram

When the motion of a motile cell is observed closely, it appears erratic, and yet the combination of nonequilibrium forces and surfaces can produce striking examples of organization in microbial systems. While most of our current…

Cerebellum is part of the brain that occupies only 10% of the brain volume, but it contains about 80% of total number of brain neurons. New cerebellar function model is developed that sets cerebellar circuits in context of multibody…

神经与进化计算 · 计算机科学 2014-02-25 Lavdim Kurtaj , Ilir Limani , Vjosa Shatri , Avni Skeja

Modular structure is ubiquitous among real-world networks from related proteins to social groups. Here we analyze the modular organization of brain networks at a large-scale (voxel level) extracted from functional magnetic resonance imaging…

数据分析、统计与概率 · 物理学 2009-04-16 M. Valencia , M. A. Pastor , MA. Fernandez-Seara , J. Artieda , J. Martinerie , M. Chavez

Recent evidence suggests that neural information is encoded in packets and may be flexibly routed from region to region. We have hypothesized that neural circuits are split into sub-circuits where one sub-circuit controls information…

神经元与认知 · 定量生物学 2017-03-17 Yuxiu Shao , Andrew T. Sornborger , Louis Tao

Physical implementations of neural computation now extend far beyond silicon hardware, encompassing substrates such as memristive devices, photonic circuits, mechanical metamaterials, microfluidic networks, chemical reaction systems, and…

神经与进化计算 · 计算机科学 2026-05-29 Stefan Fischer , Nihat Ay , Olaf Landsiedel , Esfandiar Mohammadi , Sebastian Otte , Bernd-Christian Renner , Nele Rußwinkel

Comprehending how the brain interacts with the external world through generated neural data is crucial for determining its working mechanism, treating brain diseases, and understanding intelligence. Although many theoretical models have…

人工智能 · 计算机科学 2026-04-24 Jingyi Feng , Chenming Zhang

Non-normality can underlie pulse dynamics in many engineering contexts. However, its role in pulses generated in biomolecular contexts is generally unclear. Here, we address this issue using the mathematical tools of linear algebra and…

分子网络 · 定量生物学 2018-06-05 Abhilash Patel , Shaunak Sen

Cellular metabolism, the integrated interconversion of thousands of metabolic substrates through enzyme-catalyzed biochemical reactions, is the most investigated complex intercellular web of molecular interactions. While the topological…

分子网络 · 定量生物学 2015-06-26 E. Almaas , B. Kovacs , T. Vicsek , Z. N. Oltvai , A. -L. Barabasi

Despite their many desirable properties, Gaussian processes (GPs) are often compared unfavorably to deep neural networks (NNs) for lacking the ability to learn representations. Recent efforts to bridge the gap between GPs and deep NNs have…

机器学习 · 计算机科学 2023-06-16 Louis C. Tiao , Vincent Dutordoir , Victor Picheny

Recent experiments appear to have revealed the possibility of quantum entanglement between spatially separated human subjects. In addition, a similar condition might exist between basins containing human neurons adhering to printed circuit…

综合物理 · 物理学 2007-05-23 Fred H. Thaheld

The brain is a highly complex organ consisting of a myriad of subsystems that flexibly interact and adapt over time and context to enable perception, cognition, and behavior. Understanding the multi-scale nature of the brain, i.e., how…

神经元与认知 · 定量生物学 2025-01-17 Adam S. Charles