2 papers
cs.LG2023
Mitigating Catastrophic Forgetting in Long Short-Term Memory Networks
Ketaki Joshi, Raghavendra Pradyumna Pothukuchi, Andre Wibisono +1
Continual learning on sequential data is critical for many machine learning (ML) deployments. Unfortunately, LSTM networks, which are commonly used to learn on sequential data, suf…
cs.DC2023
A Multi-Site Accelerator-Rich Processing Fabric for Scalable Brain-Computer Interfacing
Karthik Sriram, Raghavendra Pradyumna Pothukuchi, Michał Gerasimiuk +5
Hull is an accelerator-rich distributed implantable Brain-Computer Interface (BCI) that reads biological neurons at data rates that are 2-3 orders of magnitude higher than the prio…