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相关概念视频

Neural Circuits01:25

Neural Circuits

1.3K
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...
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Photoreceptors and Visual Pathways01:22

Photoreceptors and Visual Pathways

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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,...
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Insensitive Nuclei Enhanced by Polarization Transfer (INEPT)01:15

Insensitive Nuclei Enhanced by Polarization Transfer (INEPT)

390
Insensitive Nuclei Enhanced by Polarization Transfer (INEPT) is an advanced Nuclear Magnetic Resonance (NMR) technique specifically designed to detect and enhance the signals of low-abundance nuclei, such as carbon-13 and nitrogen-15, in small molecules. The fundamental principle behind INEPT is the transfer of polarization from a more abundant and highly polarizable nucleus, typically hydrogen-1, to the low-abundance nucleus of interest. This process effectively boosts the NMR signal of the...
390
Overview of Synapses01:25

Overview of Synapses

2.4K
A synapse is a specialized structure where two neurons connect, allowing them to pass an electrical or chemical signal to another neuron. It is the point of communication between neurons. The term "synapse" is derived from the Greek word "synapsis," which means "conjunction." The entire process of neural communication revolves around the synapse. When activated, a neuron releases chemicals known as neurotransmitters into the synapse. These neurotransmitters cross the synapse and bind to...
2.4K
Chemical Synapses01:26

Chemical Synapses

2.6K
Chemical synapses are specialized sites between two neurons or between a neuron and a non-neuronal cell like a muscle, glandular or sensory cell.
Because chemical synapses depend on the release of neurotransmitter molecules from synaptic vesicles to pass on their signal, there is an approximately one millisecond delay between when the axon potential reaches the presynaptic terminal and when the neurotransmitter leads to opening of postsynaptic ion channels. Additionally, this signaling is...
2.6K
Vision01:24

Vision

53.6K
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.
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相关实验视频

Updated: Jul 19, 2025

Revealing Neural Circuit Topography in Multi-Color
09:11

Revealing Neural Circuit Topography in Multi-Color

Published on: November 14, 2011

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基于偏振器的色彩等离子突触用于全光卷积神经网络.

Junxiong Guo1, Yu Liu2, Lin Lin3

  • 1Institute of Advanced Study, School of Electronic Information and Electrical Engineering, Chengdu University, Chengdu 610106, P. R. China.

Nano letters
|August 7, 2023
PubMed
概括

这项研究引入了使用表面等离子体共振进行高效人工神经网络的全光学突触. 这种新型设备可实现高精度的手写数字分类,并降低能耗.

关键词:
光学卷积神经网络是一种光学卷积神经网络.光学突触是一种光学突触.极化器是一个极化器.表面等离子体的极化 (Polariton)

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Performing Spectroscopy on Plasmonic Nanoparticles with Transmission-Based Nomarski-Type Differential Interference Contrast Microscopy
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Performing Spectroscopy on Plasmonic Nanoparticles with Transmission-Based Nomarski-Type Differential Interference Contrast Microscopy

Published on: June 5, 2019

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Ex Vivo Optogenetic Interrogation of Long-Range Synaptic Transmission and Plasticity from Medial Prefrontal Cortex to Lateral Entorhinal Cortex
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Ex Vivo Optogenetic Interrogation of Long-Range Synaptic Transmission and Plasticity from Medial Prefrontal Cortex to Lateral Entorhinal Cortex

Published on: February 25, 2022

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相关实验视频

Last Updated: Jul 19, 2025

Revealing Neural Circuit Topography in Multi-Color
09:11

Revealing Neural Circuit Topography in Multi-Color

Published on: November 14, 2011

15.1K
Performing Spectroscopy on Plasmonic Nanoparticles with Transmission-Based Nomarski-Type Differential Interference Contrast Microscopy
08:54

Performing Spectroscopy on Plasmonic Nanoparticles with Transmission-Based Nomarski-Type Differential Interference Contrast Microscopy

Published on: June 5, 2019

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Ex Vivo Optogenetic Interrogation of Long-Range Synaptic Transmission and Plasticity from Medial Prefrontal Cortex to Lateral Entorhinal Cortex
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Ex Vivo Optogenetic Interrogation of Long-Range Synaptic Transmission and Plasticity from Medial Prefrontal Cortex to Lateral Entorhinal Cortex

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科学领域:

  • 光子学和纳米技术的使用.
  • 人工智能的人工智能
  • 材料科学 材料科学 材料科学

背景情况:

  • 人工突触对神经网络至关重要,但当前的设备在重写过程中面临硬件和能量低效.
  • 光学神经网络为更快,更节能的计算提供了潜力.

研究的目的:

  • 为高效的人工神经网络开发一种全新的全光学突触.
  • 为了证明这种突触在光学卷积神经网络 (CNN) 中用于图像分类的应用.

主要方法:

  • 使用纳米尺度交叉金色阵列与不同的手臂尺寸制造突触装置.
  • 利用表面等离子体共振和光极化进行突触操作.
  • 在光学CNN架构中实现突触.

主要成果:

  • 光学突触对事件光极化产生强烈的反应.
  • 光学CNN在分类MNIST手写数字方面取得了出色的表现.
  • 在对1000张图像进行训练后,在10000张测试图像上获得了超过98%的分类准确度.

结论:

  • 开发的基于表面等离子体共振偏振器的突触为人工神经网络提供了一种高效,低成本和可扩展的解决方案.
  • 这种方法为节能光学计算和硬件加速铺平了道路.