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A Miniaturised Neuromorphic Tactile Sensor integrated with an Anthropomorphic Robot Hand | IEEE Conference Publication | IEEE Xplore

A Miniaturised Neuromorphic Tactile Sensor integrated with an Anthropomorphic Robot Hand


Abstract:

Restoring tactile sensation is essential to enable in-hand manipulation and the smooth, natural control of upper-limb prosthetic devices. Here we present a platform to co...Show More

Abstract:

Restoring tactile sensation is essential to enable in-hand manipulation and the smooth, natural control of upper-limb prosthetic devices. Here we present a platform to contribute to that long-term vision, combining an anthropomorphic robot hand (QB SoftHand) with a neuromorphic optical tactile sensor (neuroTac). Neuromorphic sensors aim to produce efficient, spike-based representations of information for bio-inspired processing. The development of this 5-fingered, sensorized hardware platform is validated with a customized mount allowing manual control of the hand. The platform is demonstrated to succesfully identify 4 objects from the YCB object set, and accurately discriminate between 4 directions of shear during stable grasps. This platform could lead to wide-ranging developments in the areas of haptics, prosthetics and telerobotics.
Date of Conference: 24 October 2020 - 24 January 2021
Date Added to IEEE Xplore: 10 February 2021
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Conference Location: Las Vegas, NV, USA

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