Talk on Monday Feb 20, 2023 at 15:00 Place: Zoom Seminar Title: Experimental investigation of a microring-based time-delay reservoir computing Speaker: Giovanni Donati, IFISC (CSIC-UIB) - University of Trento Abstract: <p>Reservoir computing is a paradigm that simplifies the training of recurrent neural networks. Beyond reservoir computing algorithms simulated on conventional computers, many physical implementations have been realized, where the reservoir is either composed of many physical distinct nodes, or it is folded in the dynamics of only one single node. Here I will present an experimental realization of an optoelectronic reservoir computing system, folded in the dynamics of an integrated silicon microring resonator coupled to an external optical feedback. The performance of the network is evaluated on delayed digital tasks.</p> <p>Online-only seminar:<br /> https://uibuniversitat.zoom.us/j/87008849910</p>; Url event:https://ifisc.uib-csic.es/en/events/seminars/experimental-investigation-of-a...