Albert Gural

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 8

Top Topics

Efficient Learning

Uniform Quantization

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Kartik Prabhu, Albert Gural, Zainab F. Khan, Robert M. Radway, Massimo Giordano, Kalhan Koul, Rohan Doshi, 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
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. IEEE J. Solid State Circuits 57 (4) (2022)
Angad S. Rekhi, Ernest So, Albert Gural, Amin Arbabian
CRADLE: Combined RF/Acoustic Detection and Localization of Passive Tags. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (6) (2021)
Massimo Giordano, Kartik Prabhu, Kalhan Koul, Robert 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
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. VLSI Circuits (2021)
Albert Gural, Phillip Nadeau, Mehul Tikekar, Boris Murmann
Low-Rank Training of Deep Neural Networks for Emerging Memory Technology. CoRR (2020)
Sambhav R. Jain, Albert Gural, Michael Wu, Chris Dick
Trained Quantization Thresholds for Accurate and Efficient Fixed-Point Inference of Deep Neural Networks. MLSys (2020)
Albert Gural, Boris Murmann
Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications. ICML (2019)
Daniel Bankman, J. Messner, Albert Gural, Boris Murmann
RRAM-Based In-Memory Computing for Embedded Deep Neural Networks. ACSSC (2019)
Sambhav R. Jain, Albert Gural, Michael Wu, Chris Dick
Trained Uniform Quantization for Accurate and Efficient Neural Network Inference on Fixed-Point Hardware. CoRR (2019)