Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Visual System01:26

Visual System

1.7K
Light enters the eye through the cornea, a transparent, dome-shaped surface covering the surface of the eyeball that helps to direct and focus incoming light. This light is then channeled toward the pupil, an adjustable opening whose size is controlled by the iris. The iris, a pigmented muscle, regulates the amount of light entering the eye by contracting or dilating the pupil, thereby ensuring optimal light levels for clear vision.
Once through the pupil, the light passes through the lens, a...
1.7K
Vision01:24

Vision

59.4K
Vision is the result of light being detected and transduced into neural signals by the retina of the eye. This information is then further analyzed and interpreted by the brain. First, light enters the front of the eye and is focused by the cornea and lens onto the retina—a thin sheet of neural tissue lining the back of the eye. Because of refraction through the convex lens of the eye, images are projected onto the retina upside-down and reversed.
59.4K
Neural Circuits01:25

Neural Circuits

2.7K
Neural circuits and neuronal pools are two of the main structures found in the nervous system. Neural circuits are networks of neurons that work together to carry out a specific task or process. They consist of interconnected neurons and glial cells, which provide structural and metabolic support.
Neuronal pools are collections of nerve cells with similar functions and interact through chemical and electrical signals. These pools include both interneurons (the central neural circuit nodes that...
2.7K
Photoreceptors and Visual Pathways01:22

Photoreceptors and Visual Pathways

8.8K
At the molecular level, visual signals trigger transformations in photopigment molecules, resulting in changes in the photoreceptor cell's membrane potential. The photon's energy level is denoted by its wavelength, with each specific wavelength of visible light associated with a distinct color. The spectral range of visible light, classified as electromagnetic radiation, spans from 380 to 720 nm. Electromagnetic radiation wavelengths exceeding 720 nm fall under the infrared category,...
8.8K
The Retina01:32

The Retina

74.6K
The retina is a layer of nervous tissue at the back of the eye that transduces light into neural signals. This process, called phototransduction, is carried out by rod and cone photoreceptor cells in the back of the retina.
74.6K
Neural Regulation01:37

Neural Regulation

43.1K
Digestion begins with a cephalic phase that prepares the digestive system to receive food. When our brain processes visual or olfactory information about food, it triggers impulses in the cranial nerves innervating the salivary glands and stomach to prepare for food.
43.1K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Association-sensory spatiotemporal hierarchy and functional gradient-regularised recurrent neural network with implications for schizophrenia.

NPJ systems biology and applications·2026
Same author

Organizing across disciplines to tackle shared computational challenges.

Patterns (New York, N.Y.)·2026
Same author

A neural circuit framework for economic choice: From building blocks of valuation to compositionality in multitasking.

Neuron·2026
Same author

miR-22-Galectin-1 as an integral signaling axis in regulating metabolism and immunity in HCC.

Biomarker research·2026
Same author

From comparative connectomics to large-scale working memory modeling in macaque and marmoset.

Cell reports·2026
Same author

A hierarchy of time constants and reliable signal propagation in the marmoset cerebral cortex.

Nature communications·2025

相关实验视频

Updated: Jan 17, 2026

Photodiode-Based Optical Imaging for Recording Network Dynamics with Single-Neuron Resolution in Non-Transgenic Invertebrates
10:18

Photodiode-Based Optical Imaging for Recording Network Dynamics with Single-Neuron Resolution in Non-Transgenic Invertebrates

Published on: July 9, 2020

3.3K

生物视觉的循环神经网络动态系统.

Wayne W M Soo1, Aldo Battista2, Puria Radmard1

  • 1Department of Engineering, University of Cambridge.

Advances in neural information processing systems
|September 22, 2025
PubMed
概括

我们开发了一种混合神经网络,将循环神经网络 (RNN) 和卷积神经网络 (CNN) 结合起来,用于神经科学. 这种新的架构增强了视觉处理和神经活动建模,提高了对噪声的强度.

科学领域:

  • 神经科学是一个神经科学.
  • 计算神经科学是一种神经科学.
  • 人工智能的人工智能

背景情况:

  • 循环神经网络 (RNN) 将生物电路模型作为连续时间动态系统.
  • 卷积神经网络 (CNN) 在视觉处理方面表现出色,但缺乏生物现实性.
  • 在视觉神经科学中,生物现实的RNN和高效的CNN之间存在差距.

研究的目的:

  • 为视觉神经科学引入混合RNN-CNN架构.
  • 整合连续时间的反复动态与CNN空间处理.
  • 在保持性能的同时,提高CNN的生物现实性.

主要方法:

  • 开发了一种混合架构,将RNN动态与CNN空间能力融合在一起.
  • 利用针对卷积结构的代方法来分析动态系统.
  • 训练有素的多区域RNN具有复杂的认知任务的混合架构.
  • 使用ImageNet基准和子神经记录验证的模型.

主要成果:

  • 混合模型与传统的CNN在ImageNet.Net等基准上的表现相匹配.
  • 由于固有的反复动态,模型表现出对噪声的强度增加.
  • 成功捕获了高阶视觉区域的依赖时间的神经活动变化.

更多相关视频

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches
10:50

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches

Published on: June 21, 2022

2.2K
Using Looming Visual Stimuli to Evaluate Mouse Vision
05:07

Using Looming Visual Stimuli to Evaluate Mouse Vision

Published on: June 13, 2019

12.2K

相关实验视频

Last Updated: Jan 17, 2026

Photodiode-Based Optical Imaging for Recording Network Dynamics with Single-Neuron Resolution in Non-Transgenic Invertebrates
10:18

Photodiode-Based Optical Imaging for Recording Network Dynamics with Single-Neuron Resolution in Non-Transgenic Invertebrates

Published on: July 9, 2020

3.3K
Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches
10:50

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches

Published on: June 21, 2022

2.2K
Using Looming Visual Stimuli to Evaluate Mouse Vision
05:07

Using Looming Visual Stimuli to Evaluate Mouse Vision

Published on: June 13, 2019

12.2K
  • 能够实现以前通过简化刺激无法实现的复杂的认知任务.
  • 结论:

    • 混合架构统一了用于视觉神经科学的动态RNN和CNN的进展.
    • 这种方法提供了一个比传统的CNN更具生物现实性和强大的替代方案.
    • 为未来的研究提供基础,整合神经动力学和高效的视觉处理.