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Rita Pizzi, Danilo Rossetti / International Journal of Engineering Research and Applications
              (IJERA)                 ISSN: 2248-9622                www.ijera.com
                       Vol. 2, Issue5, September- October 2012, pp.589-592
     Universal Mono-Command Support System For Users With
                 Severe Tetraplegia And Anarthria
                                   Rita Pizzi*, Danilo Rossetti*
                   *Department of Computer Science, Università degli Studi di Milano, Italy


ABSTRACT
         The paper describes two input devices           accessible the IT world to these patients in an
and a software interface that allow severely             unexpensive and immediate way.
impaired people to easily interact with a personal                As the severe disease of these patients does
computer. The first input device does not require        not allow to coordinate the residual, often minimal
residual movement but makes use of skin                  movement they can produce, we were constrained to
electrical signals and applies Artificial Neural         design an input device that could exploit the first
Networks to decode the mind-driven commands.             minimal movement expressed by the patients without
The second input device is an evolution of a             any directionality bond, and a software that could
proximity sensor that can be activated using             manage the computer interface by means of this only
minimal residual movements, therefore it is              signal.
suitable for the main part of motor disabilities.                 Thus the problem was twofold: on one hand
The software interface can be adapted to any kind        the development of an effective and sensitive input
of input device and makes it possible to access any      device, on the other a general software and
standard software installed on a PC.                     environment that could manage this mono-command
                                                         driven, non-directional input.
Keywords - disability support, mono-command              The paper addresses an effective solution based on an
interface, proximity sensor                              affordable input device coupled with a novel mono-
                                                         command interface.
I. INTRODUCTION
          The applications of electronic and computer    II. THE INPUT DEVICES
technology to disability constitutes an evident                    Some years ago we developed for the Unity
achievement. Any kind and grade of disability can        of Developmental Neurology of the National
nowadays take advantage of the use of both software      Neurology Institute C. Besta, Milan, a special input
and electronic tools [1,2,3,4,5,6]. An extremely high    device with the purpose to allow children affected by
number of electronic and software supports for           severe tetraplegia and anarthria to interact with the
visual, auditory, motor and cognitive disabilities are   environment by means of a computer. The child
available. People with severe disabilities have been     wears a special sensor applied to a finger and
able for the first time to exercise a form of autonomy   concentrates on a movement thought. The sensor
on the environment and/or communication and social       picks up an EMG signal, the electrical signal received
relationships.                                           by the sensor is processed by the above described
          Moreover        the     technology-supported   ANN, that identifies the moment when the child
computer access, and the development of                  generated the movement thought, producing a code
telecommunications and of highly interactive             that activates another special software, that manages
graphics software, made it possible playing, remote      the computer mouse pointer (Focus magazine 73,
working, internet browsing, social interacting and so    11.15.1998,      RAI     3     MediaMente,      national
on, literally opening the world to disabled people       broadcasting channel, first broadcast: 4.20.1999, last
previously forced to total isolation.                    broadcast: 9.10.2004).
          Nonetheless , the use of personal computer ,             The importance of the software that decodes
tablets, smart phones or dedicated mobile devices,       the neural signals must be stressed. Such software is
although coupled with advanced input devices, is         constituted by a novel self-organized Artificial
for the most part inhibited to children and adults       Neural Network (ANN) that adapts itself to the signal
affected by severe tetraplegia and anarthria.            variability and classifies the signals by means of a
          Advanced BCI (Brain-Computer Interface)        binary code [14,15]. Starting from the assumption
systems devoted to such severely impaired patients       that the spikes train analysis could not be sufficient to
are going to be introduced during the last few years     fully extract the semantics of the neural signals, the
[7,8,9,10,11] but are nonetheless         cumbersome,    ANN allows a multi-channel non-linear analysis not
expensive, often poorly usable [12,13]. Thus we          only of the signal frequencies but also of the signals
concentrated to the objective to develop a               amplitudes and their succession inside the time
hardware/software device that could make                 series, capturing the whole information content. This
                                                         Artificial Intelligence method allowed a fine


                                                                                                  589 | P a g e
Rita Pizzi, Danilo Rossetti / International Journal of Engineering Research and Applications
              (IJERA)                 ISSN: 2248-9622                www.ijera.com
                       Vol. 2, Issue5, September- October 2012, pp.589-592
differentiation of the neural responses depending on       An interesting feature of this device is its low cost in
the pattern stimulations.                                  comparison with the current commercial special
          The same ANN algorithm was applied to            devices and its extreme comfort, as the user has
decode the neural signal of the first human-electronic     nothing to wear.
creature, developed by our group [16].
          The system was experimented on a small           III. THE SOFTWARE INTERFACE
group of children affected by severe tetraplegia and                 The signal acquisition string coming from
anarthria, who learnt quickly and with enthusiasm to       the USB-parallel converter is written in machine
use the computer for playing and for other purposes.       language.. The signal bit is analysed on a continuous
Nonetheless the use of the device was                      cycle, and the acquired information is passed to a
psychologically fatiguing and could not be sustained       timer that is set in such a way as to distinguish when
by children for a long time.                               the sensor is used to cause a mouse click, a double
          Although we believe that BCI devices will        click or a movement.
be the future of the assistive technology, even in the               Once the kind of event is determined, the
form of directly implanted chips, at the moment this       control passes to the subroutines that manage the
technology is still expensive, dangerous and poorly        single events. For this purpose the software uses the
effective. For this reason we developed another input      Windows API mouse_event to control the mouse.
device: an IR proximity sensor based on the                The main program’s output is a form with a blinking
reflection of a light ray transmitted in the infrared      arrow shape, whose properties are shape, size and
range.                                                     blinking speed. The Windows API determines, on the
          A thin infrared beam, emitted by a LED           base of the mouse pointer position, which position
diode, is modulated at a 10Khz frequency with a            should have the blinking arrow. This software
square wave signal with 20/80 duty cycle.                  statement allows the mouse to be always active on
Interposing an obstacle before the light beam, this is     the screen and can be used to help the child/user in
reflected and hits a phototransistor used as a receiver.   the most complex situations, or in general to use the
The signal received by the phototransistor passes          PC together with a friend or an assistant.
through a 50 Hz Notch filter. This filter eliminates       The program, currently compiled with Delphi, is
the interferences generated by other lights existing in    completely portable on other programming
the room and working at 50 Hz frequency (in                environments.
Europe).                                                             The software is conceived with the precise
          Afterwards the signal is improved and            purpose to release the user from the need of dedicated
cleaned by means of another fifth order bandpass           software programs for impaired people, and to give a
filter whose middle is tuned on the working                complete freedom to use any kind of software.
frequency of the modulator, i.e. 10 kHz.                   On the screen a colored arrow appears (Fig. 1) that
After the filter, a rectifier converts the signal into a   rotates around the mouse pointer blinking at each of
continuous voltage proportional to the signal received     the four cardinal points. When the user decides a
by the phototransistor. The continuous voltage is          direction to move the mouse pointer to, she/he just
applied to a comparer with adjustable threshold and        waits for the arrow to place itself along the decided
afterwards to a stage trigger that, after a control        direction, then activates the sensor just approaching it
circuit, activates a small Reed relay.                     in the easiest way (with a small movement of hand,
The possibility to adjust the comparer threshold is        knee, head etc.).
useful to set the working distance of the sensor. This
distance can range from few centimetres to a
maximum of around 50 cm, and is normally
calibrated for an optimal working distance of around
30 cm. Delay and supply circuits complete the
device.
          The working distance is determined also by
the kind of surface of the obstacle that reflects the
light beam. A light surface reflects more than a dark
surface, therefore a larger commutation distance will
be obtained. The Reed relay has been used to fully
separate the sensor electronic circuit from the pc
circuits.
          In order to simplify the sensor circuit and
the management software, we used a USB-parallel
                                                           Fig. 1 - The rotating arrow around the mouse pointer
converter. In this way one single bit is enough to
                                                           The sensor is mounted on a flexible arm anchored to
control the software program. For a safe usage all the
                                                           a fixed support and can be approached to the user in
sensor circuits are 12 V supplied.
                                                           the most suitable way.


                                                                                                   590 | P a g e
Rita Pizzi, Danilo Rossetti / International Journal of Engineering Research and Applications
              (IJERA)                 ISSN: 2248-9622                www.ijera.com
                       Vol. 2, Issue5, September- October 2012, pp.589-592
                                                   REFERENCES
Now the mouse pointer is dragged by the colored           [1]    G. Turpin , J. Armstrong , P. Frost , B. Fine ,
arrow to the chosen direction and stops when the user            C. Ward , L. Pinnington, Evaluation of
stops the sensor activation. Activation remains steady           alternative computer input devices used by
even though the user movement is minimal,                        people with disabilities, Journal of medical
uncoordinated or moves the sensor in any way. From               engineering & technology, 29(3), 2005, 119-
the new position of the mouse pointer, the user can              129.
decide a further approach to the screen place that        [2]    S. K. Fager, D. R. Beukelman, T. Jakobs, .l
she/he aims to reach or, if the position has already             Hosom, Evaluation of a Speech Recognition
been reached, she/he can activate the icon or the                Prototype for Speakers with Moderate and
command with another sensor activation.                          Severe Dysarthria: A Preliminary Report ,
          In this way the user can work on the PC in a           Augmentative &Alternative Communication,
completely standard mode, released by the need of a              Dec 2010, 267-277.
restricted number of dedicated software. To write on      [3]    J. Angelo, Comparison of Three Computer
a word processor a screen keyboard can be used, and              Scanning Modes as an Interface Method for
the user can write in this way on any word processor,            Persons With Cerebral Palsy , The American
Internet browser, e-mail client, Social Network and              Journal of Occupational Therapy, 46(3),
so on.                                                           1992, 217-222.
          The      children     involved     in     the   [4]    M. Betke, J. Gips, P. Fleming, The Camera
experimentation also used several games and learnt in            Mouse: visual tracking of body features to
time a better dexterity in the use of the system. It is          provide computer access for people with
well-known that children, who are extremely                      severe disabilities, Neural Systems and
receptive and develop the ability to interact with               Rehabilitation       Engineering,         IEEE
electronics and computers much more quickly than                 Transactions      on      on     Rehabilitation
adults, take the maximum advantages to the                       Engineering, 10(1), 2002, 1-10.
progresses of technology.                                 [5]    Ching-Hsiang Shih, Ching-Tien Shih,
Reaching an interaction with the external world is an            Assisting people with multiple disabilities
exciting experience for severely impaired children,              improve their computer pointing efficiency
and opens all the possibilities of interpersonal                 with thumb poke through a standard
communication, learning, game and - in the future -              trackball, Research in Developmental
work that IT technologies makes available.                       Disabilities, June 2010.
                                                          [6]    Ching-Hsiang Shi , Assisting people with
IV. CONCLUSION                AND            FUTURE              multiple disabilities and minimal motor
DEVELOPMENTS                                                     behavior to improve computer Drag-and-
          The described input devices can be used also           Drop efficiency through a mouse wheel,
separated from the PC interface, as an easy switch to            Research in Developmental Disabilities,
activate wheelchair, remote house-hold appliances,               32(6), Nov–Dec 2011, 2867-2874.
smart building controls, and in general devices           [7]    P. Perego, A. Alamia, L. Maggi, G.
devoted to several purposes, games and work. A                   Andreoni. BCI Keyboards: toward mind
mobile display with the same graphical interface of a            writing, Proc. TOBI - Tools for Brain-
smart phone or tablet can be placed on the                       Computer Interaction workshop - TUG,
wheelchair, in order to drive many different                     Graz, Feb 2-3, 2010.
functionalities.                                          [8]    L. Kauhanen, P. Jylänki, J. Lehtonen, P.
          The current software interface can be further          Rantanen, H. Alaranta, and M. Sams, EEG-
refined both by improving the interface visibility and           Based Brain-Computer Interface for
endowing it with control windows to adjust the                   Tetraplegics, Computational Intelligence
system parameters (sensor sensitivity, sliding speed,            and Neuroscience, 2007 (2007), 1- 11 .
dial size, single/double click time, etc.).               [9]    J. R. Wolpaw, N. Birbaumer, D.J.
It must be stressed that this software can also be used          McFarland, G. Pfurtsheller, T.M. Vaughan,
with any kind of input device, in such a way as to be            Brain       Computer         Interfaces     for
adapted to different kinds of impairment. Touch                  communication and control, Clinical
sensors, blow sensors or voice interfaces can take               Neurophysiology, 113, 2002, 767-791.
advantage from the described universal mono-              [10]   B. Blankertz, F. Popescu, M. Krauledat,
command software interface.                                      S. Fazli, M. Tangermann, K.. R.
                                                                 Mueller, Challenges for Brain-Computer
ACKNOWLEDGEMENTS                                                 Interface Research for Human-Computer
         We are deeply indebted to Mr Giorgio                    Interaction Applications, Proc. CHI 2008,
Bernabè who with impressive ability and impressive               Florence, Italy, 5 April, 2008.
generosity developed pro-bono the core of the
described software.

                                                                                                591 | P a g e
Rita Pizzi, Danilo Rossetti / International Journal of Engineering Research and Applications
            (IJERA)                 ISSN: 2248-9622                www.ijera.com
                     Vol. 2, Issue5, September- October 2012, pp.589-592
[11]  N. Birbaumer, N. , Breaking the silence:
      Brain-computer interfaces (BCI) for
      communication       and    motor     control,
      Psychophysiology, 43, 2006, 517-532.
[12] C. Guger, G. Edlinger, W. Harkam, I.
      Niedermayer,and G. Pfurtscheller, How
      many people are able to operate an EEG-
      based Brain-Computer Interface (BCI)?
      IEEE Transactions on Neural Systems
      and Rehabilitation Engineering, 11(2),
      2003, 145-147.
[13] V. Polikov, P. Tresco, W. Reichert,
      Response of brain tissue to chronically
      implanted neural electrodes, Journal of
      Neuroscience Methods, 148(1), 2005, 1–18.
 [14] R. Pizzi, G. Cino, F. Gelain, D. Rossetti and
      A. Vescovi, Learning in human neural
      networks     on     microelectrode    arrays,
      Biosystems, 88( 1-2), 2007, 1-15.
[15] R. Pizzi, M. de Curtis, C. Dickson, Evidence
      of chaotic attractors in cortical fast
      oscillations tested by an artificial neural
      network, in J. Kacprzyk (Ed.), Advances in
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      2003.
 [16] R. Pizzi, D. Rossetti, G. Cino, D. Marino,
      A.L.Vescovi and W. Baer, A cultured
      human neural network operates a robotic
      actuator, BioSystems , 95, 2009, 137–144.




                                                                                 592 | P a g e

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Cx25589592

  • 1. Rita Pizzi, Danilo Rossetti / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue5, September- October 2012, pp.589-592 Universal Mono-Command Support System For Users With Severe Tetraplegia And Anarthria Rita Pizzi*, Danilo Rossetti* *Department of Computer Science, Università degli Studi di Milano, Italy ABSTRACT The paper describes two input devices accessible the IT world to these patients in an and a software interface that allow severely unexpensive and immediate way. impaired people to easily interact with a personal As the severe disease of these patients does computer. The first input device does not require not allow to coordinate the residual, often minimal residual movement but makes use of skin movement they can produce, we were constrained to electrical signals and applies Artificial Neural design an input device that could exploit the first Networks to decode the mind-driven commands. minimal movement expressed by the patients without The second input device is an evolution of a any directionality bond, and a software that could proximity sensor that can be activated using manage the computer interface by means of this only minimal residual movements, therefore it is signal. suitable for the main part of motor disabilities. Thus the problem was twofold: on one hand The software interface can be adapted to any kind the development of an effective and sensitive input of input device and makes it possible to access any device, on the other a general software and standard software installed on a PC. environment that could manage this mono-command driven, non-directional input. Keywords - disability support, mono-command The paper addresses an effective solution based on an interface, proximity sensor affordable input device coupled with a novel mono- command interface. I. INTRODUCTION The applications of electronic and computer II. THE INPUT DEVICES technology to disability constitutes an evident Some years ago we developed for the Unity achievement. Any kind and grade of disability can of Developmental Neurology of the National nowadays take advantage of the use of both software Neurology Institute C. Besta, Milan, a special input and electronic tools [1,2,3,4,5,6]. An extremely high device with the purpose to allow children affected by number of electronic and software supports for severe tetraplegia and anarthria to interact with the visual, auditory, motor and cognitive disabilities are environment by means of a computer. The child available. People with severe disabilities have been wears a special sensor applied to a finger and able for the first time to exercise a form of autonomy concentrates on a movement thought. The sensor on the environment and/or communication and social picks up an EMG signal, the electrical signal received relationships. by the sensor is processed by the above described Moreover the technology-supported ANN, that identifies the moment when the child computer access, and the development of generated the movement thought, producing a code telecommunications and of highly interactive that activates another special software, that manages graphics software, made it possible playing, remote the computer mouse pointer (Focus magazine 73, working, internet browsing, social interacting and so 11.15.1998, RAI 3 MediaMente, national on, literally opening the world to disabled people broadcasting channel, first broadcast: 4.20.1999, last previously forced to total isolation. broadcast: 9.10.2004). Nonetheless , the use of personal computer , The importance of the software that decodes tablets, smart phones or dedicated mobile devices, the neural signals must be stressed. Such software is although coupled with advanced input devices, is constituted by a novel self-organized Artificial for the most part inhibited to children and adults Neural Network (ANN) that adapts itself to the signal affected by severe tetraplegia and anarthria. variability and classifies the signals by means of a Advanced BCI (Brain-Computer Interface) binary code [14,15]. Starting from the assumption systems devoted to such severely impaired patients that the spikes train analysis could not be sufficient to are going to be introduced during the last few years fully extract the semantics of the neural signals, the [7,8,9,10,11] but are nonetheless cumbersome, ANN allows a multi-channel non-linear analysis not expensive, often poorly usable [12,13]. Thus we only of the signal frequencies but also of the signals concentrated to the objective to develop a amplitudes and their succession inside the time hardware/software device that could make series, capturing the whole information content. This Artificial Intelligence method allowed a fine 589 | P a g e
  • 2. Rita Pizzi, Danilo Rossetti / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue5, September- October 2012, pp.589-592 differentiation of the neural responses depending on An interesting feature of this device is its low cost in the pattern stimulations. comparison with the current commercial special The same ANN algorithm was applied to devices and its extreme comfort, as the user has decode the neural signal of the first human-electronic nothing to wear. creature, developed by our group [16]. The system was experimented on a small III. THE SOFTWARE INTERFACE group of children affected by severe tetraplegia and The signal acquisition string coming from anarthria, who learnt quickly and with enthusiasm to the USB-parallel converter is written in machine use the computer for playing and for other purposes. language.. The signal bit is analysed on a continuous Nonetheless the use of the device was cycle, and the acquired information is passed to a psychologically fatiguing and could not be sustained timer that is set in such a way as to distinguish when by children for a long time. the sensor is used to cause a mouse click, a double Although we believe that BCI devices will click or a movement. be the future of the assistive technology, even in the Once the kind of event is determined, the form of directly implanted chips, at the moment this control passes to the subroutines that manage the technology is still expensive, dangerous and poorly single events. For this purpose the software uses the effective. For this reason we developed another input Windows API mouse_event to control the mouse. device: an IR proximity sensor based on the The main program’s output is a form with a blinking reflection of a light ray transmitted in the infrared arrow shape, whose properties are shape, size and range. blinking speed. The Windows API determines, on the A thin infrared beam, emitted by a LED base of the mouse pointer position, which position diode, is modulated at a 10Khz frequency with a should have the blinking arrow. This software square wave signal with 20/80 duty cycle. statement allows the mouse to be always active on Interposing an obstacle before the light beam, this is the screen and can be used to help the child/user in reflected and hits a phototransistor used as a receiver. the most complex situations, or in general to use the The signal received by the phototransistor passes PC together with a friend or an assistant. through a 50 Hz Notch filter. This filter eliminates The program, currently compiled with Delphi, is the interferences generated by other lights existing in completely portable on other programming the room and working at 50 Hz frequency (in environments. Europe). The software is conceived with the precise Afterwards the signal is improved and purpose to release the user from the need of dedicated cleaned by means of another fifth order bandpass software programs for impaired people, and to give a filter whose middle is tuned on the working complete freedom to use any kind of software. frequency of the modulator, i.e. 10 kHz. On the screen a colored arrow appears (Fig. 1) that After the filter, a rectifier converts the signal into a rotates around the mouse pointer blinking at each of continuous voltage proportional to the signal received the four cardinal points. When the user decides a by the phototransistor. The continuous voltage is direction to move the mouse pointer to, she/he just applied to a comparer with adjustable threshold and waits for the arrow to place itself along the decided afterwards to a stage trigger that, after a control direction, then activates the sensor just approaching it circuit, activates a small Reed relay. in the easiest way (with a small movement of hand, The possibility to adjust the comparer threshold is knee, head etc.). useful to set the working distance of the sensor. This distance can range from few centimetres to a maximum of around 50 cm, and is normally calibrated for an optimal working distance of around 30 cm. Delay and supply circuits complete the device. The working distance is determined also by the kind of surface of the obstacle that reflects the light beam. A light surface reflects more than a dark surface, therefore a larger commutation distance will be obtained. The Reed relay has been used to fully separate the sensor electronic circuit from the pc circuits. In order to simplify the sensor circuit and the management software, we used a USB-parallel Fig. 1 - The rotating arrow around the mouse pointer converter. In this way one single bit is enough to The sensor is mounted on a flexible arm anchored to control the software program. For a safe usage all the a fixed support and can be approached to the user in sensor circuits are 12 V supplied. the most suitable way. 590 | P a g e
  • 3. Rita Pizzi, Danilo Rossetti / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue5, September- October 2012, pp.589-592 REFERENCES Now the mouse pointer is dragged by the colored [1] G. Turpin , J. Armstrong , P. Frost , B. Fine , arrow to the chosen direction and stops when the user C. Ward , L. Pinnington, Evaluation of stops the sensor activation. Activation remains steady alternative computer input devices used by even though the user movement is minimal, people with disabilities, Journal of medical uncoordinated or moves the sensor in any way. From engineering & technology, 29(3), 2005, 119- the new position of the mouse pointer, the user can 129. decide a further approach to the screen place that [2] S. K. Fager, D. R. Beukelman, T. Jakobs, .l she/he aims to reach or, if the position has already Hosom, Evaluation of a Speech Recognition been reached, she/he can activate the icon or the Prototype for Speakers with Moderate and command with another sensor activation. Severe Dysarthria: A Preliminary Report , In this way the user can work on the PC in a Augmentative &Alternative Communication, completely standard mode, released by the need of a Dec 2010, 267-277. restricted number of dedicated software. To write on [3] J. Angelo, Comparison of Three Computer a word processor a screen keyboard can be used, and Scanning Modes as an Interface Method for the user can write in this way on any word processor, Persons With Cerebral Palsy , The American Internet browser, e-mail client, Social Network and Journal of Occupational Therapy, 46(3), so on. 1992, 217-222. The children involved in the [4] M. Betke, J. Gips, P. Fleming, The Camera experimentation also used several games and learnt in Mouse: visual tracking of body features to time a better dexterity in the use of the system. It is provide computer access for people with well-known that children, who are extremely severe disabilities, Neural Systems and receptive and develop the ability to interact with Rehabilitation Engineering, IEEE electronics and computers much more quickly than Transactions on on Rehabilitation adults, take the maximum advantages to the Engineering, 10(1), 2002, 1-10. progresses of technology. [5] Ching-Hsiang Shih, Ching-Tien Shih, Reaching an interaction with the external world is an Assisting people with multiple disabilities exciting experience for severely impaired children, improve their computer pointing efficiency and opens all the possibilities of interpersonal with thumb poke through a standard communication, learning, game and - in the future - trackball, Research in Developmental work that IT technologies makes available. Disabilities, June 2010. [6] Ching-Hsiang Shi , Assisting people with IV. CONCLUSION AND FUTURE multiple disabilities and minimal motor DEVELOPMENTS behavior to improve computer Drag-and- The described input devices can be used also Drop efficiency through a mouse wheel, separated from the PC interface, as an easy switch to Research in Developmental Disabilities, activate wheelchair, remote house-hold appliances, 32(6), Nov–Dec 2011, 2867-2874. smart building controls, and in general devices [7] P. Perego, A. Alamia, L. Maggi, G. devoted to several purposes, games and work. A Andreoni. BCI Keyboards: toward mind mobile display with the same graphical interface of a writing, Proc. TOBI - Tools for Brain- smart phone or tablet can be placed on the Computer Interaction workshop - TUG, wheelchair, in order to drive many different Graz, Feb 2-3, 2010. functionalities. [8] L. Kauhanen, P. Jylänki, J. Lehtonen, P. The current software interface can be further Rantanen, H. Alaranta, and M. Sams, EEG- refined both by improving the interface visibility and Based Brain-Computer Interface for endowing it with control windows to adjust the Tetraplegics, Computational Intelligence system parameters (sensor sensitivity, sliding speed, and Neuroscience, 2007 (2007), 1- 11 . dial size, single/double click time, etc.). [9] J. R. Wolpaw, N. Birbaumer, D.J. It must be stressed that this software can also be used McFarland, G. Pfurtsheller, T.M. Vaughan, with any kind of input device, in such a way as to be Brain Computer Interfaces for adapted to different kinds of impairment. Touch communication and control, Clinical sensors, blow sensors or voice interfaces can take Neurophysiology, 113, 2002, 767-791. advantage from the described universal mono- [10] B. Blankertz, F. Popescu, M. Krauledat, command software interface. S. Fazli, M. Tangermann, K.. R. Mueller, Challenges for Brain-Computer ACKNOWLEDGEMENTS Interface Research for Human-Computer We are deeply indebted to Mr Giorgio Interaction Applications, Proc. CHI 2008, Bernabè who with impressive ability and impressive Florence, Italy, 5 April, 2008. generosity developed pro-bono the core of the described software. 591 | P a g e
  • 4. Rita Pizzi, Danilo Rossetti / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue5, September- October 2012, pp.589-592 [11] N. Birbaumer, N. , Breaking the silence: Brain-computer interfaces (BCI) for communication and motor control, Psychophysiology, 43, 2006, 517-532. [12] C. Guger, G. Edlinger, W. Harkam, I. Niedermayer,and G. Pfurtscheller, How many people are able to operate an EEG- based Brain-Computer Interface (BCI)? IEEE Transactions on Neural Systems and Rehabilitation Engineering, 11(2), 2003, 145-147. [13] V. Polikov, P. Tresco, W. Reichert, Response of brain tissue to chronically implanted neural electrodes, Journal of Neuroscience Methods, 148(1), 2005, 1–18. [14] R. Pizzi, G. Cino, F. Gelain, D. Rossetti and A. Vescovi, Learning in human neural networks on microelectrode arrays, Biosystems, 88( 1-2), 2007, 1-15. [15] R. Pizzi, M. de Curtis, C. Dickson, Evidence of chaotic attractors in cortical fast oscillations tested by an artificial neural network, in J. Kacprzyk (Ed.), Advances in Soft Computing, Physica Springer Verlag 2003. [16] R. Pizzi, D. Rossetti, G. Cino, D. Marino, A.L.Vescovi and W. Baer, A cultured human neural network operates a robotic actuator, BioSystems , 95, 2009, 137–144. 592 | P a g e