4 papers
BenDi: An Energy-Efficient Quasi-Stochastic Systolic Architecture for Edge Bioelectronics
Bochen Ye, Yihan Pan, Shady Agwa +1
Continuous long-term monitoring and diagnosis of biomedical signals, such as electrocardiograms (ECGs), can help mitigate an increasing threat to public health. Artificial Intellig…
OISMA: On-the-fly In-memory Stochastic Multiplication Architecture for Matrix-Multiplication Workloads
Shady Agwa, Yihan Pan, Georgios Papandroulidakis +1
Artificial intelligence (AI) models are currently driven by a significant upscaling of their complexity, with massive matrix-multiplication workloads representing the major computa…
Views: a hardware-friendly graph database model for storing semantic information
Yanjun Yang, Adrian Wheeldon, Yihan Pan +2
The graph database (GDB) is an increasingly common storage model for data involving relationships between entries. Beyond its widespread usage in database industries, the advantage…
L-Sort: On-chip Spike Sorting with Efficient Median-of-Median Detection and Localization-based Clustering
Yuntao Han, Yihan Pan, Xiongfei Jiang +4
Spike sorting is a critical process for decoding large-scale neural activity from extracellular recordings. The advancement of neural probes facilitates the recording of a high num…