104 citations · 235 across the 9 of their papers we have counts for
9 papers
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…
High-performance and reliable probabilistic Ising machine based on simulated quantum annealing
Eleonora Raimondo, Esteban Garzón, Yixin Shao +10
Probabilistic computing with pbits is emerging as a computational paradigm for machine learning and for facing combinatorial optimization problems (COPs) with the so-called probabi…
A 0.6V1.8V Compact Temperature Sensor with 0.24°C Resolution, 1.4°C Inaccuracy and 1.06nJ per Conversion
Benjamin Zambrano, Esteban Garzón, Sebastiano Strangio +2
This paper presents a fully-integrated CMOS temperature sensor for densely-distributed thermal monitoring in systems on chip supporting dynamic voltage and frequency scaling. The s…
Smart Material Implication Using Spin-Transfer Torque Magnetic Tunnel Junctions for Logic-in-Memory Computing
Raffaele De Rose, Tommaso Zanotti, Francesco Maria Puglisi +3
Smart material implication (SIMPLY) logic has been recently proposed for the design of energy-efficient Logic-in-Memory (LIM) architectures based on non-volatile resistive memory d…
Adjusting Thermal Stability in Double-Barrier MTJ for Energy Improvement in Cryogenic STT-MRAMs
Esteban Garzón, Raffaele De Rose, Felice Crupi +3
This paper investigates the impact of thermal stability relaxation in double-barrier magnetic tunnel junctions (DMTJs) for energy-efficient spin-transfer torque magnetic random acc…