Alberto Delmas Lascorz

19 papers A* 6C 1Journal 9Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Atalanta: A Bit is Worth a "Thousand" Tensor Values. ASPLOS (2) Alberto Delmas Lascorz, Mostafa Mahmoud, Ali Hadi Zadeh, Milos Nikolic, Kareem Ibrahim, Christina Giannoula, Ameer Abdelhadi, Andreas Moshovos
2024	C	`conf`	BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization. ISCAS Milos Nikolic, Ghouthi Boukli Hacene, Ciaran Bannon, Alberto Delmas Lascorz, Matthieu Courbariaux, Omar Mohamed Awad, Isak Edo Vivancos, Yoshua Bengio, Vincent Gripon, Andreas Moshovos
2024	—	`conf`	Every Bit Matters: A Hardware/Software Approach for Enabling More Powerful Machine Learning Models. IEEECONF Enrique Torres-Sánchez, Milos Nikolic, Kareem Ibrahim, Alberto Delmas Lascorz, Ali Hadi Zadeh, Jiahui Wang, Ameer Abdelhadi, Mostafa Mahmoud, Christina Giannoula, Andreas Moshovos
2022	J	`jnl`	APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inference. CoRR Alberto Delmas Lascorz, Mostafa Mahmoud, Andreas Moshovos
2021	—	`conf`	Boveda: Building an On-Chip Deep Learning Memory Hierarchy Brick by Brick. MLSys Isak Edo Vivancos, Sayeh Sharify, Daniel Ly-Ma, Ameer Abdelhadi, Ciaran Bannon, Milos Nikolic, Mostafa Mahmoud, Alberto Delmas Lascorz, Gennady Pekhimenko, Andreas Moshovos
2020	J	`jnl`	BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization. CoRR Milos Nikolic, Ghouthi Boukli Hacene, Ciaran Bannon, Alberto Delmas Lascorz, Matthieu Courbariaux, Yoshua Bengio, Vincent Gripon, Andreas Moshovos
2020	A*	`conf`	Late Breaking Results: Building an On-Chip Deep Learning Memory Hierarchy Brick by Brick. DAC Isak Edo Vivancos, Sayeh Sharify, Milos Nikolic, Ciaran Bannon, Mostafa Mahmoud, Alberto Delmas Lascorz, Andreas Moshovos
2019	J	`jnl`	Accelerating Image-Sensor-Based Deep Learning Applications. IEEE Micro Mostafa Mahmoud, Dylan Malone Stuart, Zissis Poulos, Alberto Delmas Lascorz, Patrick Judd, Sayeh Sharify, Milos Nikolic, Kevin Siu, Isak Edo Vivancos, Jorge Albericio, Andreas Moshovos
2019	A*	`conf`	Bit-Tactical: A Software/Hardware Approach to Exploiting Value and Bit Sparsity in Neural Networks. ASPLOS Alberto Delmas Lascorz, Patrick Judd, Dylan Malone Stuart, Zissis Poulos, Mostafa Mahmoud, Sayeh Sharify, Milos Nikolic, Kevin Siu, Andreas Moshovos
2019	A*	`conf`	Laconic deep learning inference acceleration. ISCA Sayeh Sharify, Alberto Delmas Lascorz, Mostafa Mahmoud, Milos Nikolic, Kevin Siu, Dylan Malone Stuart, Zissis Poulos, Andreas Moshovos
2019	A*	`conf`	ShapeShifter: Enabling Fine-Grain Data Width Adaptation in Deep Learning. MICRO Alberto Delmas Lascorz, Sayeh Sharify, Isak Edo Vivancos, Dylan Malone Stuart, Omar Mohamed Awad, Patrick Judd, Mostafa Mahmoud, Milos Nikolic, Kevin Siu, Zissis Poulos, Andreas Moshovos
2018	J	`jnl`	Exploiting Typical Values to Accelerate Deep Learning. Computer Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Zissis Poulos, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger
2018	J	`jnl`	Laconic Deep Learning Computing. CoRR Sayeh Sharify, Mostafa Mahmoud, Alberto Delmas Lascorz, Milos Nikolic, Andreas Moshovos
2018	A*	`conf`	Loom: exploiting weight and activation precisions to accelerate convolutional neural networks. DAC Sayeh Sharify, Alberto Delmas Lascorz, Kevin Siu, Patrick Judd, Andreas Moshovos
2018	J	`jnl`	Value-Based Deep-Learning Acceleration. IEEE Micro Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger
2017	J	`jnl`	Cnvlutin2: Ineffectual-Activation-and-Weight-Free Deep Neural Network Computing. CoRR Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Andreas Moshovos
2017	A*	`conf`	IDEAL: image denoising accelerator. MICRO Mostafa Mahmoud, Bojian Zheng, Alberto Delmas Lascorz, Felix Heide, Jonathan Assouline, Paul Boucher, Emmanuel Onzon, Andreas Moshovos
2017	J	`jnl`	Loom: Exploiting Weight and Activation Precisions to Accelerate Convolutional Neural Networks. CoRR Sayeh Sharify, Alberto Delmas Lascorz, Patrick Judd, Andreas Moshovos
2016	J	`jnl`	Bit-pragmatic Deep Neural Network Computing. CoRR Jorge Albericio, Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Andreas Moshovos