Research
Find research shared by the Owlstown community.
An Energy-Efficient Capacitive-RRAM Content Addressable Memory
Abstract
Content addressable memory is popular in intelligent computing systems as it allows parallel content-searching in memory. Emerging CAMs show a promising increase in bitcell density and a decrease in power consumption than pure CMOS solu...
Publication · June 10, 2025
3D-TrIM: A Memory-Efficient Spatial Computing Architecture for Convolution Workloads
Abstract
The Von Neumann bottleneck, which relates to the energy cost of moving data from memory to on-chip core and vice versa, is a serious challenge in state-of-the-art AI architectures, like Convolutional Neural Networks' (CNNs) accelerators...
Publication · June 10, 2025
A Hybrid Edge Classifier: Combining TinyML-Optimised CNN with RRAM-CMOS ACAM for Energy-Efficient Inference
Abstract
In recent years, the development of smart edge computing systems to process information locally is on the rise. Many near-sensor machine learning (ML) approaches have been implemented to introduce accurate and energy efficient template ...
Publication · June 10, 2025
L-Sort: On-chip Spike Sorting with Efficient Median-of-Median Detection and Localization-based Clustering
Abstract
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 number of neurons with an increase in channel counts, arisi...
Publication · June 10, 2025
Exploring the Dynamics of an Anti-Racist Reading Group (2021-2025)
Using ethnographic observations and semi-structured interviews to document and analyze the content and dilemmas emerging from an"anti-racist reading group" in a rapidly diversifying community. (with Ashley J. Carey, Sacred Heart University; Hilary...
Project · June 10, 2025
Inelastic Scattering of N2 off W(001): Reconciling Experiment and Theory at Low Collision Energies
Publication · June 10, 2025
Single-Atom Substituents in Copper Surfaces May Adsorb Multiple CO Molecules
Publication · June 10, 2025
Sites
View all
Create your academic website in Owlstown
Start your academic website in just a few minutes. Keep it updated easily. No code, no server to maintain, so you can focus on your research.
Create your free website