104 citations · 235 across the 9 of their papers we have counts for
3 papers · 1 filter
PiC-BNN: A 128-kbit 65 nm Processing-in-CAM-Based End-to-End Binary Neural Network Accelerator
Yuval Harary, Almog Sharoni, Esteban Garzón +3
Binary Neural Networks (BNNs), where weights and activations are constrained to binary values (+1, -1), are a highly efficient alternative to traditional neural networks. Unfortuna…
Hardware-Aware Model Design and Training of Silicon-based Analog Neural Networks
Giulio Filippeschi, Mirko Brazzini, Cristhopher Mosquera +4
Silicon-based analog neural networks physically embody the ideal neural network model in an approximate way. We show that by retraining the neural network using a physics-informed…
Hamming Distance Tolerant Content-Addressable Memory (HD-CAM) for Approximate Matching Applications
Esteban Garzón, Roman Golman, Zuher Jahshan +5
We propose a novel Hamming distance tolerant content-addressable memory (HD-CAM) for energy-efficient in memory approximate matching applications. HD-CAM implements approximate sea…