Albert Gural

According to our database, Albert Gural authored at least 7 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

CRADLE: Combined RF/Acoustic Detection and Localization of Passive Tags.

Angad S. Rekhi, Ernest So, Albert Gural, Amin Arbabian

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

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, Robert M. Radway, Albert Gural, Rohan Doshi, Zainab F. Khan, John W. Kustin, Timothy Liu, Gregorio B. Lopes, Victor Turbiner, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Guénolé Lallement, Boris Murmann, Subhasish Mitra, Priyanka Raina

Proceedings of the 2021 Symposium on VLSI Circuits, Kyoto, Japan, June 13-19, 2021, 2021

2020

Low-Rank Training of Deep Neural Networks for Emerging Memory Technology.

Albert Gural, Phillip M. Nadeau, Mehul Tikekar, Boris Murmann

CoRR, 2020

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

Sambhav R. Jain, Albert Gural, Michael Wu, Chris Dick

Proceedings of the Third Conference on Machine Learning and Systems, 2020

2019

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

Sambhav R. Jain, Albert Gural, Michael Wu, Chris Dick

CoRR, 2019

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

Albert Gural, Boris Murmann

Proceedings of the 36th International Conference on Machine Learning, 2019

RRAM-Based In-Memory Computing for Embedded Deep Neural Networks.

Daniel Bankman, J. Messner, Albert Gural, Boris Murmann

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019