Massimo Giordano

Equivalent-accuracy accelerated neural-network training using analogue memory

Stefano Ambrogio, Pritish Narayanan, Hsinyu Tsai et al. · Nature · 2018 · 1.1K citations · Full text

Engineering, Machine Learning, Sparse Neural Network +5

CHIMERA: A 0.92-TOPS, 2.2-TOPS/W Edge AI Accelerator With 2-MByte On-Chip Foundry Resistive RAM for Efficient Training and Inference

Kartik Prabhu, Albert Gural, Zainab F. Khan et al. · IEEE Journal of Solid-State Circuits · 2022 · 60 citations

Engineering, Machine Learning, Hardware Algorithm +17

CHIMERA: A 0.92 TOPS, 2.2 TOPS/W Edge AI Accelerator with 2 MByte On-Chip Foundry Resistive RAM for Efficient Training and Inference

Massimo Giordano, Kartik Prabhu, Kalhan Koul et al. · 2021 · 48 citations

Engineering, Machine Learning, Hardware Algorithm +16

Perspective on training fully connected networks with resistive memories: Device requirements for multiple conductances of varying significance

Giorgio Cristiano, Massimo Giordano, Stefano Ambrogio et al. · Journal of Applied Physics · 2018 · 35 citations · Full text

Engineering, Emerging Memory Technology, Computer Architecture +24

Analog-to-Digital Conversion With Reconfigurable Function Mapping for Neural Networks Activation Function Acceleration

Massimo Giordano, Giorgio Cristiano, Koji Ishibashi et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2019 · 29 citations

Engineering, Analog-to-digital Conversion, Analog Design +16