2 papers
cs.LG2021
C3PU: Cross-Coupling Capacitor Processing Unit Using Analog-Mixed Signal In-Memory Computing for AI Inference
Dima Kilani, Baker Mohammad, Yasmin Halawani +2
This paper presents a novel cross-coupling capacitor processing unit (C3PU) that supports analog-mixed signal in memory computing to perform multiply-and-accumulate (MAC) operation…
cs.CV2021
Deep Neural Networks Based Weight Approximation and Computation Reuse for 2-D Image Classification
Mohammed F. Tolba, Huruy Tekle Tesfai, Hani Saleh +2
Deep Neural Networks (DNNs) are computationally and memory intensive, which makes their hardware implementation a challenging task especially for resource constrained devices such…