迈向一个大脑神经形态接口
Changjin Wan1,2,3, Mengjiao Pei2, Kailu Shi2
1Yongjiang Laboratory (Y-LAB), Ningbo, Zhejiang, 315202, China.
Advanced materials (Deerfield Beach, Fla.)
|February 10, 2024
概括
大脑-计算机接口 (BCI) 正在与大脑-神经形态接口 (BNI) 一起发展. 这些BNIs为未来的人机交互和神经机器人提供了高能效和复杂的能力.
科学领域:
- 神经科学是一个神经科学.
- 计算机工程 计算机工程
- 材料科学 材料科学 材料科学
背景情况:
- 传统的脑电脑接口 (BCI) 使用复杂的,节能低效的CMOS技术.
- 限制包括重的电路和低生物相容性,阻碍人类能力的恢复和增强.
研究的目的:
- 探索大脑神经形态接口 (BNIs) 作为对传统BCI的进步.
- 审查用于增强人机交互和神经机器人的神经形态设备的近期进展.
主要方法:
- 审查神经形态计算原则,包括物质计算 (例如,VMM,储库计算).
- 对 afferent神经,efferent神经和感觉运动循环的综合神经形态元件的分析.
- 关于紧的人工神经元和生物电子接口的讨论.
主要成果:
- 神经形态系统提供高计算能力,具有卓越的能源效率.
- 神经形态元件的整合使神经机器人具有复杂的感觉运动能力.
- 紧的人工神经元和生物电子接口的开发有助于无的生物实体通信.
结论:
- 大脑神经形接口 (BNIs) 代表了先进的人机交互的有希望的未来.
- 持续开发神经形态硬件和生物电子接口对于实现复杂的BNI应用程序至关重要.
更多相关视频
07:52A Human Blood-Brain Interface Model to Study Barrier Crossings by Pathogens or Medicines and Their Interactions with the Brain
Published on: April 9, 2019
8.7K
11:31Functional Near Infrared Spectroscopy of the Sensory and Motor Brain Regions with Simultaneous Kinematic and EMG Monitoring During Motor Tasks
Published on: December 5, 2014
15.2K
相关概念视频
Neuronal Communication
943
Neurons, the fundamental units of the brain and nervous system, communicate through complex electrochemical signals that underpin all cognitive and bodily functions. This communication is primarily facilitated by a process involving the generation and propagation of an action potential along the axon of the neuron. When the internal electrical charge of a neuron surpasses a certain threshold, an action potential is triggered. This rapid change in voltage travels swiftly along the axon to the...
943
Brain Imaging
229
Brain imaging technologies provide critical insights into both the structure and function of the human brain, enabling medical professionals and researchers to diagnose, study, and treat neurological disorders or psychiatric disorders more effectively.
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
229
Functional Brain Systems: Limbic System
2.8K
The limbic system, often called the "emotional brain," is a complex set of structures located deep within the brain. The intricate network of the limbic system supports a wide range of psychological functions, from emotional regulation to memory formation and sensory processing. This functional brain region encompasses specific parts of the diencephalon and the cerebrum, integrating the higher mental functions of the cerebral cortex with the primitive emotional responses of the deep brain...
2.8K
Integration of Synaptic Events
1.5K
Synaptic integration mainly includes the summation of graded potentials. Graded potentials, regardless of their type, cause subtle alterations in membrane voltage, resulting in either depolarization or hyperpolarization. These incremental changes, when combined or summed, can propel the neuron toward its threshold. Consider, for example, a membrane experiencing a +15 mV shift, causing it to depolarize from -70 mV to -55 mV. In this scenario, graded potentials govern the membrane's ability to...
1.5K
The Neuromuscular Junction
9.7K
The nervous system consists of complex motor neuron circuits, including upper motor neurons originating from the cerebral cortex and lower motor neurons starting in the spinal cord, coordinating both voluntary and involuntary movements. Among these, somatic motor neurons activate skeletal muscles and are classified into alpha, beta, and gamma types. Alpha neurons are vital for voluntary movement coordination, while gamma neurons adjust muscle spindle sensitivity, and the function of beta...
9.7K
Neuroplasticity
359
Neuroplasticity reflects the brain's remarkable capacity to adapt and evolve, responding dynamically to learning, experiences, or injury by reorganizing its neural circuitry. This reorganization involves creating new neural connections and refining old ones through a series of biological processes that contribute to the brain's lifelong development and adaptability.
359
