Neuromorphic spiking flip-flop memory and spike-encoding with photonic-electronic RTD neurons
We report on a spiking flip-flop memory in Resonant Tunneling Diode (RTD) photonic-electronic neurons, whereby the system response switches fast and controllably between spiking and quiescent dynamics upon the arrival of set and reset input pulses. Neuron-like functionalities, such as fast spike rate-coding, are also reported.
Authors
- J. M. L. Figueiredo (ORCID: https://orcid.org/0000-0001-5668-7073)
- Bruno Romeira (ORCID: https://orcid.org/0000-0002-1485-6665)
- Joshua Robertson (ORCID: https://orcid.org/0000-0001-6316-5265)
- Ekaterina Malysheva (ORCID: https://orcid.org/0000-0002-8507-2083)
- Antonio Hurtado (ORCID: https://orcid.org/0000-0002-4448-9034)
- Andrew Adair
- Victor Dolores-Calzadilla (ORCID: https://orcid.org/0000-0001-9774-1574)
- Dafydd Owen-Newns (ORCID: https://orcid.org/0000-0001-6592-8465)
- Gabriele Donati (ORCID: https://orcid.org/0000-0001-8549-1221)
Institutions
- University of Lisbon (PT)
- University of Strathclyde (GB)
- International Iberian Nanotechnology Laboratory (PT)
- Eindhoven University of Technology (NL)
Publication Details
- Published
- 2024-11-10
- DOI
- https://doi.org/10.1109/ipc60965.2024.10799826
- Citations
- 1
- Primary Topic
- Neural Networks and Reservoir Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.35
Funders
- Engineering and Physical Sciences Research Council