2014 · 26 citations · 13 references
EngineeringElectrical EngineeringMicroelectromechanical SystemsSemiconductor DevicesSensorsSensory TransductionSpiking Neural NetworksTactile SensingElectromechanical TransductionEvent-based Tactile SensingMechanical Stimulus ResponseNeural Circuit ArchitectureNeuromorphic HardwareTactile Sensor IntegrationTactile SensorsTactile Signal Processing
In this work, we report a novel circuit architecture to implement event-driven tactile sensing using the POSFET tactile device. The proposed circuit matches advantages of the POSFET device (integration of sensing and electronics on the same die, high electromechanical transduction bandwidth, etc.) with the ones of the event-driven approach. In the proposed circuit, the POSFET device is interfaced with a spiking neuron, of the type integrate and fire: the input mechanical stimulus is translated into digital pulses. The proposed approach paves the way for the implementation of neuromorphic integrated tactile sensing systems based on POSFET devices.
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R. Serrano-Gotarredona, Matthias Oster, P. Lichtsteiner et al. · IEEE Transactions on Neural Networks · 2009 · 317 citations · Full text
A low-power adaptive integrate-and-fire neuron circuit
Giacomo Indiveri · 2003 · 266 citations
Engineering, Computer Engineering, Electrical Engineering +17
Asynchronous frameless event-based optical flow
Ryad Benosman, Sio-Hoï Ieng, Charles De Clercq et al. · Neural Networks · 2011 · 222 citations · Full text