Artificial intelligence (AI) is already enabling accelerated classification and discovery in a broad range of applications. However, challenges remain in the trust in and explainability of the outputs results. Furthermore, the implementation of AI on legacy computing systems suffers from performance and power efficiency challenges, limiting the application scope. Hence, the success of AI created an urgent need for dedicated neuromorphic computing hardware as well as more advanced architectures and algorithms. Establishing the neuromorphic computing technology of tomorrow, wide research efforts are deployed in materials science, circuit design, fabrication and algorithms.
This forum of the European Union funded project NEUROTECH will bring together experts from academia, industry, SME’s and start-ups to address some of the most urgent questions in AI:
The forum will also depict the landscape of neuromorphic computing technology users, with a special focus on the use of AI in edge-computing.
Time | Topic | Speaker |
Morning | TDA | |
9:00 | Challenges in NCT | |
Presentation 1: Application | ||
Presentation 2: Technology | ||
10:00 | Spiking and artificial neural networks | |
Presentation 1: Neuromorphic accelerators | ||
Presentation 2: Event-based platforms | ||
11:00 | The precision dilemma | |
Presentation 1: From noisy devices to stable solutions | ||
11:30 | Towards AI at the edge | |
Presentation 1: Vision camera | ||
Presentation 2: Health | ||
Presentation 3: Robotics | ||
Lunch Break | ||
Afternoon
|
TDA | |
13:30 | The startup landscape in neuromorphic computing 5x10 min presentations of SMEs | |
14:30 | Open discussion Promote bridges between industry and academia? How to enable SMEs to use AI/NCT? | |
15:30 | Neuromorphic computing and ethics | |
16:30 | Summary and conclusions | |
17:00 | Close |