2 papers
cs.NE2024
Synaptogen: A cross-domain generative device model for large-scale neuromorphic circuit design
Tyler Hennen, Leon Brackmann, Tobias Ziegler +5
We present a fast generative modeling approach for resistive memories that reproduces the complex statistical properties of real-world devices. To enable efficient modeling of anal…
cs.LG2023
X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs
Giacomo Pedretti, John Moon, Pedro Bruel +11
Structured, or tabular, data is the most common format in data science. While deep learning models have proven formidable in learning from unstructured data such as images or speec…