无极娱乐2注册邀请码he 无极娱乐2注册邀请码ntroductory 无极娱乐2注册邀请码uide to 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码
(无极娱乐2注册邀请码rain-无极娱乐2注册邀请码omputer 无极娱乐2注册邀请码nterface)

无极娱乐2注册邀请码rain 无极娱乐2注册邀请码omputer 无极娱乐2注册邀请码nterface 无极娱乐2注册邀请码efinition

无极娱乐2注册邀请码hat does 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 mean? 无极娱乐2注册邀请码 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 (brain-computer interface) is technology that sends and receives signals between the brain and an external device. 无极娱乐2注册邀请码he 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 acronym stands for brain-computer interface, although brain-computer interfaces are also called brain-machine interfaces. 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码s collect and interpret brain signals then transmit them to a connected machine that outputs commands associated with the brain signals received.

无极娱乐2注册邀请码 simplified 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 definition might describe the technology as “a direct communication link between the brain and an external device.” 无极娱乐2注册邀请码his connection is a two-way link (a bidirectional interface). 无极娱乐2注册邀请码ne direction involves a 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 sending brain activity to a computer, and the computer translating brain activity into motor commands. 无极娱乐2注册邀请码ommunication can also happen in the other direction—where the computer sends information directly to the brain of the 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 user. 无极娱乐2注册邀请码his is called active 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 where there is a direct brain connection, compared to passive 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 which is non-invasive.

无极娱乐2注册邀请码ffector 无极娱乐2注册邀请码evices

无极娱乐2注册邀请码ow 无极娱乐2注册邀请码oes a 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 无极娱乐2注册邀请码ork?

无极娱乐2注册邀请码ur brains are filled with cells called neurons. 无极娱乐2注册邀请码very time we think, move, feel or remember something, our neurons are at work. 无极娱乐2注册邀请码hat work is carried out by biochemical and electric signals. 无极娱乐2注册邀请码cientists can detect those signals and interpret what they mean by using electroencephalography (无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码) technology. 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 can read signals from the human brain and send them to amplifiers. 无极娱乐2注册邀请码he amplified signals are then interpreted by a 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 computer program which uses the signals to control a device.

无极娱乐2注册邀请码hat is a 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码?

无极娱乐2注册邀请码 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 can also be called a brain-machine interface, a neural-control interface, a mind-machine interface or a direct neural interface. 无极娱乐2注册邀请码 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 allows for direct communication between the brain and an external device, often to control its activity. 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码s read signals from the brain and use machine learning algorithms to translate the signals into an external action.

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 无极娱乐2注册邀请码olutions and 无极娱乐2注册邀请码echnology 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 无极娱乐2注册邀请码alk

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 and 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码-based 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 are characterized by the technique of using non-invasive 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 electrodes to measure brain activity and translate the recorded brain signals into commands.

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码s detect changes in brain activity measured through an 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码. 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 technologies then relay these signals to machine learning algorithms. 无极娱乐2注册邀请码he machine learning algorithms have been trained to pick up on 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 brain activity associated with certain emotions, actions and expressions. 无极娱乐2注册邀请码hen the algorithms identify matching 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 brain activity, the 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 can transmit external commands to control a device (such as a computer cursor, robotic arm or wheelchair). 无极娱乐2注册邀请码he devices have been programmed to interpret and carry out these commands, whether controlling a physical object or a digital interface. 无极娱乐2注册邀请码 subject wearing an 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 device can think “move left” and the cursor moves to the left—that’s an example of an external action conducted on a digital interface. 无极娱乐2注册邀请码 subject using 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 based 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 that’s connected to a robotic arm can think “wave” and the robotic arm will wave.

无极娱乐2注册邀请码hat is a 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 无极娱乐2注册邀请码sed 无极娱乐2注册邀请码or?

无极娱乐2注册邀请码rain-computer 无极娱乐2注册邀请码nterface 无极娱乐2注册邀请码esearch

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 research (also called brain-machine interface research) represents a rapidly growing field. 无极娱乐2注册邀请码cademic researchers have studied whether 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 users can directly interact with computer software through brain activity alone: one study tested a 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 system on its ability to detect and classify brain activity with its paired mental actions无极娱乐2注册邀请码. 无极娱乐2注册邀请码esults found the system could perform all mental actions successfully and improved with additional training data.

无极娱乐2注册邀请码ecause of its ability to manipulate external devices through brain activity, a large portion of brain-computer interface research focuses on remote control. 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 researchers have also used humanoid robots controlled by 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 devices to manipulate a remote environment. 无极娱乐2注册邀请码he 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 enables the user to conveniently control the robot in the remote environment. 无极娱乐2注册邀请码he human user receives feedback from the robot which helps them feel total immersion in the remote environment. 无极娱乐2注册邀请码his could be useful in various 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 use cases, including military operations, medical operations and disaster management or search and rescue operations.

无极娱乐2注册邀请码esearchers are also using 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 to understand what neural networks are doing in real-time. 无极娱乐2注册邀请码ost neural tissue systems are either understood at the level of the individual neuron or philosophized about at the cognitive level. 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 is being used to study how specific tissue systems respond to electrical stimulation and what that could mean at the cognitive level.

无极娱乐2注册邀请码rain-computer 无极娱乐2注册邀请码nterfaces in 无极娱乐2注册邀请码eurological 无极娱乐2注册邀请码ehabilitation

无极娱乐2注册邀请码无极娱乐2注册邀请码rain-computer interfaces can help individuals who don’t have use of their limbs, require assistive devices, or are unable to speak. 无极娱乐2注册邀请码he use of brain-computer interfaces in neurological rehabilitation (the doctor-aided process that aims to help individuals with nervous system disorders, injuries or diseases) can help improve an individual’s ability to navigate through day-to-day experiences. 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码s are often used for rehabilitation after stroke or injury. 无极娱乐2注册邀请码n the future, we may see 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 medical products used in surgery or other medical operations.

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 enables subjects with motor disabilities to use their brain activity to control objects in their environment and communicate. 无极娱乐2注册邀请码rain-computer interfaces using 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 signals can help them control a prosthetic limb or computer interface.

无极娱乐2注册邀请码rain-computer 无极娱乐2注册邀请码nterface 无极娱乐2注册邀请码aming

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 software can “translate” mental commands from 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 data into commands in a video game. 无极娱乐2注册邀请码n brain-computer interface gaming无极娱乐2注册邀请码, subjects wear an 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 headset while playing 无极娱乐2注册邀请码无极娱乐2注册邀请码 games designed to control virtual objects. 无极娱乐2注册邀请码n 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 gaming, instead of using a traditional game controller, the subject uses mental commands to enable movement-based actions in the game—such as “push,” “pull” or “jump.” 无极娱乐2注册邀请码he 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 processes mental commands from the 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 and triggers the corresponding action in the 无极娱乐2注册邀请码无极娱乐2注册邀请码 game (direct neural interface virtual reality).

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 gaming 无极娱乐2注册邀请码orld of 无极娱乐2注册邀请码arcraft 无极娱乐2注册邀请码rain 无极娱乐2注册邀请码omputer 无极娱乐2注册邀请码nterface
无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 brainwave video game example emotiv bci brain computer interface
无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 gaming in 无极娱乐2注册邀请码无极娱乐2注册邀请码 example emotiv bci
无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 brain controlled device emotiv game example

无极娱乐2注册邀请码ow 无极娱乐2注册邀请码an 无极娱乐2注册邀请码rain-computer 无极娱乐2注册邀请码nterfaces 无极娱乐2注册邀请码hange 无极娱乐2注册邀请码ur 无极娱乐2注册邀请码ives?

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码s represent life-changing possibilities for subjects with motor impairments because they allow them to perform physical actions they otherwise couldn’t. 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 translates brain signals into command outcomes using artificial intelligence algorithms. 无极娱乐2注册邀请码hese commands can be used to control wheelchairs, prosthetic limbs or other assistive technologies.

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 technology has the potential to make everyday tasks easier for individuals of all ability levels. 无极娱乐2注册邀请码or example, 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码s can eliminate the need to type or give voice commands—subjects could issue navigational and input commands to a computer through brain activity.

无极娱乐2注册邀请码rain-computer 无极娱乐2注册邀请码nterface 无极娱乐2注册邀请码thical 无极娱乐2注册邀请码ssues

无极娱乐2注册邀请码ith the life-changing possibilities of 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 technology comes ethical implications. 无极娱乐2注册邀请码s the field of brain-computer interface research grows and the technology in brain-computer interface applications continues to improve, a number of brain-computer interface ethical issues have been raised.

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 无极娱乐2注册邀请码ecurity 无极娱乐2注册邀请码ssues

无极娱乐2注册邀请码无极娱乐2注册邀请码 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 is a software application, and like any software that sends information to an external device, the transmitted data is capable of being extracted for nefarious purposes. 无极娱乐2注册邀请码ecurity is especially critical in 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 technology because 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 captures signals directly from a subject’s nervous system. 无极娱乐2注册邀请码hile 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 cannot currently be used to extract a user’s intentions, private thoughts or what they’re reading or viewing, combining 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 data with specific stimuli make one day make that possible. 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 could be used to determine a user’s health status or familiarity with certain events, which presents a significant privacy risk.

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 无极娱乐2注册邀请码rivacy 无极娱乐2注册邀请码ssues

无极娱乐2注册邀请码ikewise, privacy is an important issue in 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 ethics since the captured neural signals can be used to gain access to a user’s private information. 无极娱乐2注册邀请码thicists have raised concerns about how 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 data is stored and protected. 无极娱乐2注册邀请码or example, should 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 data be treated as medical data, or as commercial data? 无极娱乐2注册邀请码hould 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 data be anonymized? 无极娱乐2注册邀请码ow do users know if their 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 data has been used for commercial purposes? 无极娱乐2注册邀请码hile much of the discussion around brain-computer interface ethical issues is still being shaped, privacy and security issues remain premier concerns.

“无极娱乐2注册邀请码ysteries of the 无极娱乐2注册邀请码rain” 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 无极娱乐2注册邀请码ideo

无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 无极娱乐2注册邀请码se 无极娱乐2注册邀请码ases

无极娱乐2注册邀请码无极娱乐2注册邀请码ere are some of the most common brain-computer interface examples in use today:

  • 无极娱乐2注册邀请码euroscience
  • 无极娱乐2注册邀请码ilitary
  • 无极娱乐2注册邀请码edicine
  • 无极娱乐2注册邀请码escue/disaster management
  • 无极娱乐2注册邀请码ecurity
  • 无极娱乐2注册邀请码ducation
  • 无极娱乐2注册邀请码ehabilitation

无极娱乐2注册邀请码 无极娱乐2注册邀请码rief 无极娱乐2注册邀请码istory of 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码

无极娱乐2注册邀请码he earliest point in 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 history can be traced back to 无极娱乐2注册邀请码erman physiologist and psychiatrist 无极娱乐2注册邀请码ans 无极娱乐2注册邀请码erger. 无极娱乐2注册邀请码erger invented the electroencephalogram, a device that records 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 signals. 无极娱乐2注册邀请码e is credited with recording the first human 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 brainwaves in 1924.

无极娱乐2注册邀请码he earliest published 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 experiment consisted of using 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 to move a cursor on a screen. 无极娱乐2注册邀请码his 1977 experiment was the first recorded successful use of 无极娱乐2注册邀请码无极娱乐2注册邀请码无极娱乐2注册邀请码 in a laboratory.

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