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Hossein Valavi
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2020 – today
- 2022
- [j3]Hongyang Jia, Murat Ozatay, Yinqi Tang, Hossein Valavi, Rakshit Pathak, Jinseok Lee, Naveen Verma:
Scalable and Programmable Neural Network Inference Accelerator Based on In-Memory Computing. IEEE J. Solid State Circuits 57(1): 198-211 (2022) - 2021
- [c7]Hongyang Jia, Murat Ozatay, Yinqi Tang, Hossein Valavi, Rakshit Pathak, Jinseok Lee, Naveen Verma:
A Programmable Neural-Network Inference Accelerator Based on Scalable In-Memory Computing. ISSCC 2021: 236-238 - [c6]Jinseok Lee, Hossein Valavi, Yinqi Tang, Naveen Verma:
Fully Row/Column-Parallel In-memory Computing SRAM Macro employing Capacitor-based Mixed-signal Computation with 5-b Inputs. VLSI Circuits 2021: 1-2 - 2020
- [b1]Hossein Valavi:
Hardware acceleration to address the costs of data movement. Princeton University, USA, 2020 - [j2]Hongyang Jia, Hossein Valavi, Yinqi Tang, Jintao Zhang, Naveen Verma:
A Programmable Heterogeneous Microprocessor Based on Bit-Scalable In-Memory Computing. IEEE J. Solid State Circuits 55(9): 2609-2621 (2020) - [c5]Hossein Valavi, Sulin Liu, Peter J. Ramadge:
Revisiting the Landscape of Matrix Factorization. AISTATS 2020: 1629-1638 - [i2]Hossein Valavi, Sulin Liu, Peter J. Ramadge:
The Landscape of Matrix Factorization Revisited. CoRR abs/2002.12795 (2020)
2010 – 2019
- 2019
- [j1]Hossein Valavi, Peter J. Ramadge, Eric Nestler, Naveen Verma:
A 64-Tile 2.4-Mb In-Memory-Computing CNN Accelerator Employing Charge-Domain Compute. IEEE J. Solid State Circuits 54(6): 1789-1799 (2019) - [c4]Hossein Valavi, Peter J. Ramadge:
Multi-dataset Low-rank Matrix Factorization. CISS 2019: 1-5 - [c3]Hongyang Jia, Hossein Valavi, Yinqi Tang, Jintao Zhang, Naveen Verma:
A Programmable Embedded Microprocessor for Bit-scalable In-memory Computing. Hot Chips Symposium 2019: 1-29 - 2018
- [c2]Hossein Valavi, Peter J. Ramadge:
An Upper-Bound on the Required Size of a Neural Network Classifier. ICASSP 2018: 2356-2360 - [c1]Hossein Valavi, Peter J. Ramadge, Eric Nestler, Naveen Verma:
A Mixed-Signal Binarized Convolutional-Neural-Network Accelerator Integrating Dense Weight Storage and Multiplication for Reduced Data Movement. VLSI Circuits 2018: 141-142 - [i1]Hongyang Jia, Yinqi Tang, Hossein Valavi, Jintao Zhang, Naveen Verma:
A Microprocessor implemented in 65nm CMOS with Configurable and Bit-scalable Accelerator for Programmable In-memory Computing. CoRR abs/1811.04047 (2018)
Coauthor Index
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