Beschrijving
The advent of neuro-inspired computing represents a paradigm shift for edge Artificial Intelligence (AI) and TinyML applications. Neurocomputing principles enable the development of neuromorphic systems with strict energy and cost reduction constraints for signal processing applications at the edge. In these applications, the system needs to accurately respond to the data sensed in real-time, with low power, directly in the physical world, and without resorting to cloud-based computing resources.In this talk, I will introduce key concepts underpinning our research: on-demand computing, sparsity, time-series processing, event-based sensory fusion, and learning. I will then showcase some examples of a new sensing and computing hardware generation that employs these neuro-inspired fundamental principles for achieving efficient and accurate TinyML applications.
| Periode | 12 okt. 2022 |
|---|---|
| Evenementstitel | tinyML European Middle East Africa Innovation Forum 2022 |
| Evenementstype | Congres |
| Locatie | Limmasol, CyprusToon op kaart |
| Mate van erkenning | Internationaal |