Learnable Sparsification of Die-to-Die Communication via Spike-Based Encoding

J Nardone, R Zhu, J Callenes, ME Elbtity… - arxiv preprint arxiv …, 2025 - arxiv.org
Efficient communication is central to both biological and artificial intelligence (AI) systems. In
biological brains, the challenge of long-range communication across regions is addressed …

Scalable Hybrid Neuromorphic Accelerator & Hybrid Neural Networks

J Nardone - 2024 - search.proquest.com
With machine learning workloads currently at very large scales, models are distributed
across large compute systems. On distributed systems, the performance of these models are …