Synsense
A low-power digital SNN inference chip, including a dedicated audio interface. The Xylo-Audio HDK includes an on-board microphone and direct analog audio input for audio processing applications….
iniLabs
An asynchronous event-based silicon cochlea. The board takes stereo audio inputs; the custom chip asynchronously outputs a stream of address-events representing activity in different frequency ranges. As such it is a silicon model of the cochlea, the auditory inner ear….
Debarun Sengupta and others
An approach entailing carbon nanofiber–polydimethylsiloxane composite-based piezoresistive sensors, coupled with spiking neural networks, to mimic skin-like sensing….
Luke Osborn and others
A multilayered electronic dermis (e-dermis) with properties based on the behavior of mechanoreceptors and nociceptors to provide neuromorphic tactile information for an amputee….
Tasbolat Taunyazov
NeuTouch is a neuromorphic fingertip tactile sensor that scales well with the number of taxels. The proposed Visual-Tactile Spiking Neural Network (VT-SNN) also enables fast perception when coupled with event sensors. The proposed visual-tactile system (using the NeuTouch and Prophesee event camera) is evaluated on two robot tasks: container classification and rotational slip detection….
Synsense
Speck is a neuromorphic vision system-on-chip, combining an event-based vision sensor with spiking CNN cores for inference on vision tasks. The Speck HDK includes an interchangeable lens, and full resources for developing neuromorphic vision applications….
Sony and Prophesee
Metavision Sensing and Software offer all the resources to work with event-driven cameras. The sensational IMX636ES is the new event-driven sensor created by a collaboration between Sony and PROPHESEE. The Metavision software offers 95 algorithms, 67 code samples and 11 ready-to-use applications to be used with this new generation of cameras….
Inivation AG
A high-resolution event-based sensors that only output event streams. Compared to the DAVIS series, it can provide (640 x 480) resolution, but is not able to output greyscale images….