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NeuroSky, Inc. is a manufacturer of brain-computer interface (BCI) technologies for consumer product applications, which was founded in 2004 in
Silicon Valley Silicon Valley is a region in Northern California that serves as a global center for high technology and innovation. Located in the southern part of the San Francisco Bay Area, it corresponds roughly to the geographical areas San Mateo County ...
,
California California is a U.S. state, state in the Western United States, located along the West Coast of the United States, Pacific Coast. With nearly 39.2million residents across a total area of approximately , it is the List of states and territori ...
. The company adapts
electroencephalography Electroencephalography (EEG) is a method to record an electrogram of the spontaneous electrical activity of the brain. The biosignals detected by EEG have been shown to represent the postsynaptic potentials of pyramidal neurons in the neocortex ...
(EEG) and
electromyography Electromyography (EMG) is a technique for evaluating and recording the electrical activity produced by skeletal muscles. EMG is performed using an instrument called an electromyograph to produce a record called an electromyogram. An electromyog ...
(EMG) technology to fit a consumer market within a number of fields such as entertainment (toys and games), education, automotive, and health. NeuroSky technology allows for low-cost EEG-linked research and products by using inexpensive dry sensors; older EEGs require the application of a conductive gel between the sensors and the head. The systems also include built-in electrical “noise” reduction software/hardware, and utilize embedded (chip level) solutions for signal processing and output. Neurosky primarily works as an
original equipment manufacturer An original equipment manufacturer (OEM) is generally perceived as a company that produces non-aftermarket parts and equipment that may be marketed by another manufacturer. It is a common industry term recognized and used by many professional or ...
, or OEM, collaborating with industry partners, developers, and research institutions to deploy the technology into their own products and systems. When NeuroSky has released direct-to-consumer products, such as the MindSet and the MindWave, they are typically designed for maximum flexibility of use through third party and open source content.


Company timeline

1999: The work behind NeuroSky technology began 2004: NeuroSky inc. was incorporated in
Silicon Valley Silicon Valley is a region in Northern California that serves as a global center for high technology and innovation. Located in the southern part of the San Francisco Bay Area, it corresponds roughly to the geographical areas San Mateo County ...
2006: Received early first funding from angel investors 2007: First round of Venture funding from San Francisco-based
WR Hambrecht + Co WR may refer to: Arts and media * '' W.R.: Mysteries of the Organism'', a Serbian film, * Wikipedia Review, an Internet forum for the discussion of Wikimedia projects, particularly the English Wikipedia. *Willie Revillame, a Philippine TV host * ...
., Japan-based Marubeni Corp. and Taiwan-based TUVC. So far, the company says it has received nearly $19 million in backing from investors. 2009:
Mattel Mattel, Inc. ( ) is an American multinational toy manufacturing and entertainment company founded in January 1945 and headquartered in El Segundo, California. The company has presence in 35 countries and territories and sells products in more ...
launches the
Mindflex Mindflex is a toy by Mattel by which a child uses their brain waves to steer a ball through an obstacle course. Brain waves are registered by the enclosed EEG headset, which allows the child to control an air stream by concentrating, thus lifting ...
toy 2009: Uncle Milton launches the
Star Wars ''Star Wars'' is an American epic film, epic space opera multimedia franchise created by George Lucas, which began with the Star Wars (film), eponymous 1977 film and quickly became a worldwide popular culture, pop-culture Cultural impact of S ...
Force Trainer The Force Trainer is a '' Star Wars''-themed toy which creates the illusion of performing Force-powered telekinesis. The brain–computer interface toy, released was Uncle Milton Industries' Star Wars Science line in 2009, comes with a headset ...
2009: NeuroSky launches the MindSet, research and developer multimedia headset and free SDK/developer tools 2009: In NeuroSky's first two years it raised 6.8 million. 2010: the company has raised 11.8 million in its third round of venture funding. 2011: NeuroSky launches the MindWave, a headset catering directly to the consumer market 2011:
neurowear Neurowear is a gadget project organization in Japan founded on the concept of the "Augmented Human Body". The group's first project, known as Necomimi (from ) is a headband with a brain wave sensor and motorized cat shaped ears programmed to tur ...
demonstrates necomimi, a headband with motorized cat ears based on a MindWave headset.


Technical background

The human
brain A brain is an organ that serves as the center of the nervous system in all vertebrate and most invertebrate animals. It is located in the head, usually close to the sensory organs for senses such as vision. It is the most complex organ in a v ...
is made up of billions of interconnected
neurons A neuron, neurone, or nerve cell is an electrically excitable cell that communicates with other cells via specialized connections called synapses. The neuron is the main component of nervous tissue in all animals except sponges and placozoa. N ...
; the patterns of interaction between these neurons are represented as thoughts and emotional states. Every interaction between neurons creates a minuscule electrical discharge; alone these charges are impossible to measure from outside the skull. However, the activity created by hundreds of thousands concurrent discharges aggregates into waves which can be measured. Different brain states are the result of different patterns of neural interaction. These patterns lead to waves characterized by different amplitudes and frequencies; for example waves between 12 and 30 hertz, Beta Waves, are associated with concentration while waves between 8 and 12 hertz, Alpha Waves, are associated with relaxation and a state of mental calm. (The contraction of muscles is also associated with unique wave patterns, isolating these patterns is how some NeuroSky devices detect blinks.) All electrical activity produces these waves (even light bulbs), thus all electrical devices create some level of ambient “noise”; this “noise” interferes with the waves emanating from the brain, this is why most EEG devices will pick up readings even if they are not on a person's head. Measuring mental activity through these waves is like trying to eavesdrop on a conversation at a loud concert. In the past, EEG devices circumvented this problem by measuring these signals in environments where electrical activity is strictly controlled and increasing the signal strength of the data coming from the brain through the application of a conductive solution. However, most people don’t have rooms in their house devoid of electronic devices nor do they want to apply a conductive liquid to their head every time they use a BCI device. NeuroSky has developed complex
algorithm In mathematics and computer science, an algorithm () is a finite sequence of rigorous instructions, typically used to solve a class of specific Computational problem, problems or to perform a computation. Algorithms are used as specificat ...
s built into their products which filter out this “noise”. NeuroSky's white paper claims the ThinkGear technology has been tested at 96% as accurate as that within research grade EEGs. NeuroSky is also selling non-contact sensors to research institutions. These are dry
electrodes An electrode is an electrical conductor used to make contact with a nonmetallic part of a circuit (e.g. a semiconductor, an electrolyte, a vacuum or air). Electrodes are essential parts of batteries that can consist of a variety of materials de ...
that can measure brainwaves millimeters from the scalp and thus can easily be worn over hair. These sensors are a significant technological breakthrough in that they are the only non-contact EEG sensors ever developed.


Neurosky partnerships

While NeuroSky produces its own direct to consumer products, it is primarily a chip developer and manufacturer. NeuroSky assists other companies in incorporating BCI technology into their products and supplies them with the specialized hardware required to do so. Because of this, who NeuroSky partners with and has partnered with shapes the public's adoption of BCI technology. US
Archery Archery is the sport, practice, or skill of using a bow to shoot arrows.Paterson ''Encyclopaedia of Archery'' p. 17 The word comes from the Latin ''arcus'', meaning bow. Historically, archery has been used for hunting and combat. In m ...
team: The first use of NeuroSky's technology was by the USA Olympic Archery team to improve their game. The coaches and archers testimony to the effectiveness of NeuroSky technology as a training tool played a large part in spurring the future development of early NeuroSky tech. It was found that elite archers had a state of both mental calm and concentration when they released while mid-level archers lacked a state of mental calm yet had a high concentration. This finding allowed coaches like
Kisik Lee Kisik Lee (born 2 July 1957 in Seoul) is the National Head Coach of the US Olympic Archery Training Program, and is considered to be the first person to bring the scientific method to archery training for the US. Lee used to be the head coach of ...
, Guy Krueger, and Mel Nichols to train mid-level archers to reach that mind state (of being able to concentrate on what they need to do while staying relaxed). NeuroSky has hinted on numerous occasions that it is either producing or interested in producing publicly available products that allow one to train in a similar way for other sports, with golf mentioned specifically.
Toshiba , commonly known as Toshiba and stylized as TOSHIBA, is a Japanese multinational conglomerate corporation headquartered in Minato, Tokyo, Japan. Its diversified products and services include power, industrial and social infrastructure system ...
:
Square Enix is a Japanese Multinational corporation, multinational holding company, production enterprise and entertainment conglomerate, best known for its ''Final Fantasy'', ''Dragon Quest'', ''Star Ocean'' and ''Kingdom Hearts'' role-playing video game ...
: In 2008 it announced that it was working on Judecca, a game with NeuroSky. InteraXon: InteraXon develops custom software to be used with Neurosky's hardware specializing in large publicity events like the Olympic light show. InteraXon's CEO Ariel Garten stated: “The NeuroSky technology has expanded the possibilities for our company we are taking thought controlled computing to the next level and in the case of the Bright Ideas display, to a massive scale. The NeuroSky MindSet provided us with reliable, low cost, and easy to use headset that allowed us to focus on what we think is really important – creating compelling user experiences that allow people to use this technology in new and exciting ways.” – Neurosky's CEO, Stanley Yang stated: “InteraXon is able to take what was once limited to only an exciting idea, and make it into a reality – they possess a unique and creative vision for thought-controlled technology. It is exciting for us to see a partner like InteraXon take the MindSet and develop it into applications that are well designed, easy to use and compelling to engage with,” says NeuroSky Uncle Milton Industries: Uncle Milton is a leading manufacturer of science and nature exploration toys most famous for the “Ant Farm”. On 07/13/2009 Uncle Milton Industries and NeuroSky Inc. announce an exclusive partnership to develop science toys and games utilizing NeuroSky's technology. The first of these toys was the Star Wars Force Trainer released during the Christmas season of 2009. It was a very successful toy with stating that it, “flew off the shelves”.
Mattel Mattel, Inc. ( ) is an American multinational toy manufacturing and entertainment company founded in January 1945 and headquartered in El Segundo, California. The company has presence in 35 countries and territories and sells products in more ...
inc.: On 04/28/2009 Mattel Inc. formed an exclusive multi-year partnership with NeuroSky Inc. The first product, the MindFlex, was released for the 2009 Christmas season and was one of the best selling toys of the season.
Sega is a Japanese multinational corporation, multinational video game and entertainment company headquartered in Shinagawa, Tokyo. Its international branches, Sega of America and Sega Europe, are headquartered in Irvine, California and London, r ...
Toys: Talks began in early 2007 and an official announcement was made on 10/10/2008. Musinaut: Musinaut is a Paris-based music company that plans to use the device to create interactive music technology that controls a user's music based on their thoughts and moods. Titan Commerce: In 3/9/2010 NeuroSky announced an agreement (signed 03/12/2010) with Titan Commerce for distribution and support operations of the NeuroSky MindSet and ThinkGear technology components to the EU. Mind Games: MindGames is an Iceland-based developer of games that utilize EEG technology. MindGames is best known for Tug of Mind, a game set to be released for future NeuroSky products. MindGames' long-term goal is to develop games that teach people how to control negative emotions. (It is not clear whether or not MindGames simply produces games for NeuroSky products or whether they have an official partnership.)
Universities A university () is an institution of higher (or tertiary) education and research which awards academic degrees in several academic disciplines. Universities typically offer both undergraduate and postgraduate programs. In the United States, t ...
and Research Institutions: Because NeuroSky also produces research grade EEG technology it has partnerships with a number of universities and research intuitions including: Johns Hopkins, Brown University, Duke University, University of California San Diego, San Jose State University, Dongguk University, University of Glasgow, The Hong Kong PolyTechnic University, and
Trinity College, Dublin , name_Latin = Collegium Sanctae et Individuae Trinitatis Reginae Elizabethae juxta Dublin , motto = ''Perpetuis futuris temporibus duraturam'' (Latin) , motto_lang = la , motto_English = It will last i ...
.


NeuroSky products

MindWave: The MindWave is a NeuroSky product released in 2010 in China and 2011 in the US and the EU. It costs $99 US making it one of the least expensive EEG device to ever be produced. The MindWave has been marketed as both an education and entertainment device. The MindWave won the Guinness Book of World Records award for “Heaviest machine moved using a brain control interface”. Research Products: Neurosky has produced a number of research products (generally very similar to their direct to consumer products ). These products have been widely adopted due to positive reviews by early adopters with Richard Reilly Ph.D., professor at Trinity College in Dublin stating that, “We have been impressed with the quality of data from the MindKit Pro, compared to our gold-standard EEG acquisitions system. It has opened new possibilities for the remote monitoring patients’ activity a great benefit in patient care.” Modules: TGAM, ThinkGear Asic Module, hardware module for decoding brain waves. Mind Kit & Mind Set: The Mind Set (referred to as the Mind Kit in early press releases) was NeuroSky's first direct to consumer product. With a number of prototypes sold in 2007. The Mind Set was the first direct to consumer BCI product under $1000 ever made. The MindSet consisted of headphones with three sensors on one ear piece and another on a flexible arm coming off of the headphones that sat on the forehead. The headphones had a wireless Bluetooth connection and came with a small Bluetooth dongle. The first non-prototype models were sold for $199. Non-Contact Sensors: NeuroSky is currently selling a Non-Contact system to research institutions. This system is based on seven dry electrodes that can measure brainwaves millimeters from the scalp and thus can easily be worn over hair. These sensors are a significant technological breakthrough in that they are the only non-contact EEG sensors ever developed. These sensors have been effectively used with SSEVP (steady-state visually evoked potential) allowing a device incorporating them to tell which object, out of a set group of objects, the wearer is looking at. NeuroSky has not released any consumer products using these sensors nor has it announced that it is intending to. Pre MindKit: In early press releases at least four different pre-MindKit devices can be seen, none of these were sold to the public and none of the articles mention names for the models.


Products produced in conjunction with NeuroSky using NeuroSky technology

Mindflex Mindflex is a toy by Mattel by which a child uses their brain waves to steer a ball through an obstacle course. Brain waves are registered by the enclosed EEG headset, which allows the child to control an air stream by concentrating, thus lifting ...
: The MindFlex was produced in conjunction with Mattel and released for the 2009 Christmas season. It is a game in which players lift a ball by concentrating and move it through a maze. The concentration levels are measured by a headset using NeuroSky technology which wirelessly interfaces with a platform that floats the ball through the use of a fan which was moved around the course in a circle by a dial; (this platform was based on a previous Mattel toy, the “Harry Potter Sorcerer's Stone Electronic Levitating Challenge Board Game”).The MindFlex allowed the player to modify the course by sticking plastic obstacles in peg holes at different locations and was preprogrammed with 5 games as well as multiplayer options. The game was a “phenomenal success” and one of the best sellers of the Christmas season; in fact, Mattel sold out its entire stock five weeks after launch.
Star Wars ''Star Wars'' is an American epic film, epic space opera multimedia franchise created by George Lucas, which began with the Star Wars (film), eponymous 1977 film and quickly became a worldwide popular culture, pop-culture Cultural impact of S ...
Force Trainer The Force Trainer is a '' Star Wars''-themed toy which creates the illusion of performing Force-powered telekinesis. The brain–computer interface toy, released was Uncle Milton Industries' Star Wars Science line in 2009, comes with a headset ...
: The Star Wars Force Trainer was produced in conjunction with Uncle Milton inc. and released for the 2009 Christmas season (it was released for pre-sale midnight July 23, 2009). It is a game in which players lift a ball by concentrating. The ball is levitated by a fan and concentration is measured using NeuroSky technology. The ball is designed to look like the ball Luke trained with to learn how to control the Force in the first Star Wars. The toy was a commercial success.
MindRDR MindRDR is a Google Glass app created by This Place, a London, Seattle and Tokyo based user experience agency. MindRDR connects a Neurosky MindWave Mobile portable EEG monitor to Google Glass and uses the EEG signal to control functionality on ...
: MindRDR is a
Google Glass Google Glass, or simply Glass, is a brand of smart glasses developed and sold by Google. It was developed by X (previously Google X), with the mission of producing an ubiquitous computer. Google Glass displays information to the wearer using ...
application created by This Place that connects a Neurosky MindWave sensor to Google Glass to allow concentration and relaxation outputs from the biosensor to take and share photos on
Twitter Twitter is an online social media and social networking service owned and operated by American company Twitter, Inc., on which users post and interact with 280-character-long messages known as "tweets". Registered users can post, like, and ...
and
Facebook Facebook is an online social media and social networking service owned by American company Meta Platforms. Founded in 2004 by Mark Zuckerberg with fellow Harvard College students and roommates Eduardo Saverin, Andrew McCollum, Dustin M ...
without physical or verbal interaction. MindRDR was released in July 2014.


See also

* Brain-Computer Interface *
Electroencephalography Electroencephalography (EEG) is a method to record an electrogram of the spontaneous electrical activity of the brain. The biosignals detected by EEG have been shown to represent the postsynaptic potentials of pyramidal neurons in the neocortex ...
*
Mindflex Mindflex is a toy by Mattel by which a child uses their brain waves to steer a ball through an obstacle course. Brain waves are registered by the enclosed EEG headset, which allows the child to control an air stream by concentrating, thus lifting ...
*
Force Trainer The Force Trainer is a '' Star Wars''-themed toy which creates the illusion of performing Force-powered telekinesis. The brain–computer interface toy, released was Uncle Milton Industries' Star Wars Science line in 2009, comes with a headset ...
*
Comparison of consumer brain-computer interface devices Comparison or comparing is the act of evaluating two or more things by determining the relevant, comparable characteristics of each thing, and then determining which characteristics of each are similar to the other, which are different, and t ...
* Emotiv EPOC *
Neural Impulse Actuator The Neural Impulse Actuator (NIA) is a brain–computer interface (BCI) device developed by OCZ Technology. BCI devices attempt to move away from the classic input devices like keyboard and mouse and instead read electrical activity from the head, ...


References


External links


NeuroSky Official Website

MindSet

MindWave

MindFlex
{{DEFAULTSORT:Neurosky Brain–computer interfacing Pointing devices Computing input devices History of human–computer interaction Video game control methods Electroencephalography