Neuromorphic Vibrotactile Stimulation of Fingertips for Encoding Object Stiffness in Telepresence Sensory Substitution and Augmentation Applications

We present a tactile telepresence system for real-time transmission of information about object stiffness to the human fingertips. Experimental tests were performed across two laboratories (Italy and Ireland). In the Italian laboratory, a mechatronic sensing platform indented different rubber samples. Information about rubber stiffness was converted into on-off events using a neuronal spiking model and sent to a vibrotactile glove in the Irish laboratory. Participants discriminated the variation of the stiffness of stimuli according to a two-alternative forced choice protocol. Stiffness discrimination was based on the variation of the temporal pattern of spikes generated during the indentation of the rubber samples. The results suggest that vibrotactile stimulation can effectively simulate surface stiffness when using neuronal spiking models to trigger vibrations in the haptic interface. Specifically, fractional variations of stiffness down to 0.67 were significantly discriminated with the developed neuromorphic haptic interface. This is a performance comparable, though slightly worse, to the threshold obtained in a benchmark experiment evaluating the same set of stimuli naturally with the own hand. Our paper presents a bioinspired method for delivering sensory feedback about object properties to human skin based on contingency–mimetic neuronal models, and can be useful for the design of high performance haptic devices.

[1]  Masatoshi Ishikawa,et al.  Augmenting spatial awareness with Haptic Radar , 2006, 2006 10th IEEE International Symposium on Wearable Computers.

[2]  A. Bicchi,et al.  Tactile flow explains haptic counterparts of common visual illusions , 2008, Brain Research Bulletin.

[3]  P. Bach-y-Rita,et al.  Form perception with a 49-point electrotactile stimulus array on the tongue: a technical note. , 1998, Journal of rehabilitation research and development.

[4]  Nikolaos G. Tsagarakis,et al.  An integrated tactile/shear feedback array for stimulation of finger mechanoreceptor , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[5]  A.U. Alahakone,et al.  Vibrotactile feedback systems: Current trends in rehabilitation, sports and information display , 2009, 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics.

[6]  M. Sile O'Modhrain,et al.  Cutaneous Grooves: Composing for the Sense of Touch , 2002 .

[7]  Christian Antfolk,et al.  Sensory feedback in upper limb prosthetics , 2013, Expert review of medical devices.

[8]  S. Schultz Principles of Neural Science, 4th ed. , 2001 .

[9]  BENJAMIN WHITE,et al.  Vision Substitution by Tactile Image Projection , 1969, Nature.

[10]  P. Rossini,et al.  Intraneural stimulation elicits discrimination of textural features by artificial fingertip in intact and amputee humans , 2016, eLife.

[11]  R. Johansson,et al.  Properties of cutaneous mechanoreceptors in the human hand related to touch sensation. , 1984, Human neurobiology.

[12]  V. Hayward,et al.  Segregation of Tactile Input Features in Neurons of the Cuneate Nucleus , 2014, Neuron.

[13]  Luigi F. Cuturi,et al.  Neuroscience and Biobehavioral Reviews , 2022 .

[14]  Peter Korondi,et al.  Vibro-tactile feedback for VR systems , 2009, 2009 2nd Conference on Human System Interactions.

[15]  Timothy N Judkins,et al.  Augmented reality and haptic interfaces for robot‐assisted surgery , 2012, The international journal of medical robotics + computer assisted surgery : MRCAS.

[16]  Mathew H. Evans,et al.  Sensory Augmentation with Distal Touch: The Tactile Helmet Project , 2013, Living Machines.

[17]  Seungmoon Choi,et al.  Vibrotactile Display: Perception, Technology, and Applications , 2013, Proceedings of the IEEE.

[18]  Tony J. Prescott,et al.  Head-Mounted Sensory Augmentation Device: Designing a Tactile Language , 2016, IEEE Transactions on Haptics.

[19]  Maria Chiara Carrozza,et al.  Haptic-assistive technologies for audition and vision sensory disabilities , 2018, Disability and rehabilitation. Assistive technology.

[20]  Hendrik A. H. C. van Veen,et al.  Waypoint navigation with a vibrotactile waist belt , 2005, TAP.

[21]  Malika Auvray,et al.  Perception With Compensatory Devices: From Sensory Substitution to Sensorimotor Extension , 2009, Cogn. Sci..

[22]  Miltiadis K. Hatalis,et al.  Tactile displays: Overview and recent advances , 2008, Displays.

[23]  Ophelia Deroy,et al.  Reading the World through the Skin and Ears: A New Perspective on Sensory Substitution , 2012, Front. Psychology.

[24]  R. T. Verrillo Psychophysics of vibrotactile stimulation. , 1985, The Journal of the Acoustical Society of America.

[25]  Giulio Sandini,et al.  Tactile Sensing—From Humans to Humanoids , 2010, IEEE Transactions on Robotics.

[26]  Nikolaos G. Tsagarakis,et al.  Mechano thermo and proprioceptor feedback for integrated haptic feedback , 1997, Proceedings of International Conference on Robotics and Automation.

[27]  Paul Bach-y-Rita,et al.  Neurophysiological Basis of a Tactile Vision-Substitution System , 1970 .

[28]  Christian Büchel,et al.  Learning New Sensorimotor Contingencies: Effects of Long-Term Use of Sensory Augmentation on the Brain and Conscious Perception , 2016, PloS one.

[29]  J. R. Hewit,et al.  Tactile sensing technology for minimal access surgery––a review , 2003 .

[30]  Chih-Hung King,et al.  Pneumatic balloon actuators for tactile feedback in robotic surgery , 2008, Ind. Robot.

[31]  Paul Bach-y-Rita,et al.  Seeing with the Brain , 2003, Int. J. Hum. Comput. Interact..

[32]  J. Sibert,et al.  Vibrotactile Feedback for Enhanced Control of Urban Search and Rescue Robots , 2007 .

[33]  Rolf Ulrich,et al.  Threshold estimation in two-alternative forced-choice (2AFC) tasks: The Spearman-Kärber method , 2004, Perception & psychophysics.

[34]  Vincent Hayward,et al.  Tactile Display Device Using Distributed Lateral Skin Stretch , 2000, Dynamic Systems and Control: Volume 2.

[35]  Gabriel Robles-De-La-Torre,et al.  The importance of the sense of touch in virtual and real environments , 2006, IEEE MultiMedia.

[36]  Antonio Frisoli,et al.  The Museum of Pure Form: touching real statues in an immersive virtual museum , 2004, VAST.

[37]  Alberto Mazzoni,et al.  Encapsulation of Piezoelectric Transducers for Sensory Augmentation and Substitution with Wearable Haptic Devices , 2017, Micromachines.

[38]  Mahdi Tavakoli,et al.  A force reflective master-slave system for minimally invasive surgery , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).

[39]  Silvestro Micera,et al.  Artificial spatiotemporal touch inputs reveal complementary decoding in neocortical neurons , 2017, Scientific Reports.

[40]  Christian Cipriani,et al.  Humans can integrate feedback of discrete events in their sensorimotor control of a robotic hand , 2014, Experimental Brain Research.

[41]  Rohan Ghosh,et al.  Design and preliminary evaluation of haptic devices for upper limb stimulation and integration within a virtual reality cave , 2016, 2016 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob).

[42]  Lorna M. Brown,et al.  Tactons: Structured Tactile Messages for Non-Visual Information Display , 2004, AUIC.

[43]  V. Hayward A brief taxonomy of tactile illusions and demonstrations that can be done in a hardware store , 2008, Brain Research Bulletin.

[44]  L. Miller,et al.  Restoring sensorimotor function through intracortical interfaces: progress and looming challenges , 2014, Nature Reviews Neuroscience.

[45]  Jan Peirs,et al.  A micro optical force sensor for force feedback during minimally invasive robotic surgery , 2003 .

[46]  Ingram Olkin,et al.  Estimation of a Single Effect Size: Parametric and Nonparametric Methods , 1985 .

[47]  Frank Schumann,et al.  Sensory augmentation: integration of an auditory compass signal into human perception of space , 2017, Scientific Reports.

[48]  Nigel H. Lovell,et al.  A review of tactile sensing technologies with applications in biomedical engineering , 2012 .

[49]  Vincent Hayward,et al.  The brain uses extrasomatic information to estimate limb displacement , 2015, Proceedings of the Royal Society B: Biological Sciences.

[50]  Alberto Mazzoni,et al.  Neuromorphic Artificial Touch for Categorization of Naturalistic Textures , 2017, IEEE Transactions on Neural Networks and Learning Systems.

[51]  Jaydev P. Desai,et al.  Real-Time Haptic Feedback in Laparoscopic Tools for Use in Gastro-Intestinal Surgery , 2002, MICCAI.

[52]  Jan Wikander,et al.  Tactile sensing in intelligent robotic manipulation - a review , 2005, Ind. Robot.

[53]  Frank Schumann,et al.  Erratum: Sensory augmentation: integration of an auditory compass signal into human perception of space , 2017, Scientific Reports.

[54]  Jinglong Wu,et al.  Ability to recognize and identify the location of vibration stimulation on the fingers , 2014, 2014 IEEE International Conference on Mechatronics and Automation.

[55]  Claudio Pacchierotti,et al.  Cutaneous Feedback of Fingertip Deformation and Vibration for Palpation in Robotic Surgery , 2016, IEEE Transactions on Biomedical Engineering.

[56]  M. Schijven,et al.  The value of haptic feedback in conventional and robot-assisted minimal invasive surgery and virtual reality training: a current review , 2009, Surgical Endoscopy.

[57]  C. Antfolk,et al.  Artificial Redirection of Sensation From Prosthetic Fingers to the Phantom Hand Map on Transradial Amputees: Vibrotactile Versus Mechanotactile Sensory Feedback , 2013, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[58]  Eugene M. Izhikevich,et al.  Simple model of spiking neurons , 2003, IEEE Trans. Neural Networks.