Virtual Content Schedule
Start (PDT) | End (PDT) | Host | Topic |
Thursday, July 20th | |||
8:00 | 8:15 | Welcome to the Summer 2023 INRC Workshop News, major progress, and highlights of what’s ahead. | |
8:15 | 9:00 | Build Neuromorphic Apps with Lava Learn how to use Lava, progress, and roadmap. | |
9:00 | 9:15 | Constrained Optimization with Lava Understand the value, research progress, and latest capabilities of Lava-Optimization. | |
9:15 | 9:40 | Ahsan Javed Awan (Ericsson) | Neuromorphic Optimizers in Telecommunication Networks |
9:40 | 10:00 | Explore the Capabilities of Lava Optimization on Loihi 2 | |
10:00 | 10:10 | Coffee Break | |
10:10 | 10:50 | Online Continual Learning on Loihi 2 | |
10:50 | 11:15 | Deep Learning Applications for Loihi 2 | |
11:15 | 11:30 | Shay Snyder (George Mason University) | Applications of Neuromorphic Bayesian Optimization in Lava-DL |
11:30 | 11:50 | Dynamic Noise Suppression with Loihi 2 Results from the Intel N-DNS Challenge | |
11:50 | 12:05 | Tobias Fischer (Queensland University of Technology) | Advancing Scalability and Accuracy in Spiking Neural Networks for Enhanced Place Recognition |
Friday, July 21st | |||
6:45 | 7:50 | Neuromorphic Robotics with Loihi 2 | |
7:50 | 8:50 | Lava Algebraic Vector Abstractions for Loihi 2 | |
8:50 | 9:00 | Coffee Break | |
9:00 | 9:30 | Towards SpikeGPT on Loihi 2 | |
9:30 | 10:00 | Special Guest Talk TBA | |
10:00 | 10:30 | Alexander Ororbia | Dynamic Self-Supervised Credit Assignment for Spiking Neural Systems |
10:30 | 11:00 | Anand Subramoney | Beyond Weights: Deep learning in SNNs with Pure Synaptic-Delay Training |
11:00 | 11:15 | Matthias Jobst | Neuromorphic Transformers |
11:15 | 12:00 | Joe Hays & Team | Differentiable Plasticity, Online Learning, and Meta-Learning for Loihi 2 |