Albert Gural

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

Trained Quantization Thresholds for Accurate and Efficient Fixed-Point Inference of Deep Neural Networks

Sambhav R. Jain, Albert Gural, Michael Wu et al. · arXiv (Cornell University) · 2019 · 55 citations · Full text

Artificial Intelligence, Threshold Gradients, Convolutional Neural Network +18

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

Trained Uniform Quantization for Accurate and Efficient Neural Network Inference on Fixed-Point Hardware

Sambhav R. Jain, Albert Gural, Michael Wu et al. · 2019 · 35 citations

Threshold Gradients, Convolutional Neural Network, Engineering +19

Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications.

Albert Gural, Boris Murmann · International Conference on Machine Learning · 2019 · 17 citations

Convolutional Neural Network, Engineering, Machine Learning +5