Search Results for author:
Found 4 papers, 2 papers with code
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms
Based on existing guidelines and recommendations, the framework introduces a set of recommendations and standards related to datasets, file formats, EEG data input content, seizure annotation input and output, cross-validation strategies, and performance metrics.
Accelerator-driven Data Arrangement to Minimize Transformers Run-time on Multi-core Architectures
Additionally, we address the overhead of non-GEMM operations in transformer models within the scope of this memory data arrangement.
Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties
In this paper, we propose \textbf{Party-wise Dropout} to improve the VFL model's robustness against the unexpected exit of passive parties and a defense method called \textbf{DIMIP} to protect the active party's IP in the deployment phase.
Ultra Low-Power and Real-time ECG Classification Based on STDP and R-STDP Neural Networks for Wearable Devices
This paper presents a novel ECG classification algorithm for real-time cardiac monitoring on ultra low-power wearable devices.
