Making Neuromorphic Computing Mainstream: Beyond SOTA with Biological Mechanisms – Timoleon Moraitis

The talk will present our work on short-term plasticity, meta-learning, Hebbian learning, self-supervised learning, and partly spiking neural networks. The talk will briefly mention the physical realizations of some of these mechanisms on extremely efficient neuromorphic hardware, namely memristive nanodevices. Thus, Dr Moraitis proposes, we as a field should not aim for efficiency-performance trade-offs, but rather for biological mechanisms that improve SOTA performance – and are also efficient. This strategy has the potential to bring NC to the mainstream.

🚀 Get Involved:
💬 Discord: Join our community on Discord at
🌐 Website: Explore our website at
💻 GitHub: Contribute to our projects on GitHub at
🤝 LinkedIn: Connect with us on LinkedIn at

Posted on 1 December, 2023

Leave a Reply

Your email address will not be published. Required fields are marked *