An Upper-Bound on the Required Size of a Neural Network Classifier. - Hossein Valavi; Peter J. Ramadge (ICASSP, 2018)

A Mixed-Signal Binarized Convolutional-Neural-Network Accelerator Integrating Dense Weight Storage and Multiplication for Reduced Data Movement. - Hossein Valavi; Peter J. Ramadge; Eric Nestler; Naveen Verma (VLSI Circuits, 2018)

A Microprocessor implemented in 65nm CMOS with Configurable and Bit-scalable Accelerator for Programmable In-memory Computing. - Hongyang Jia; Yinqi Tang; Hossein Valavi; Jintao Zhang; Naveen Verma (CoRR, 2018)

Multi-dataset Low-rank Matrix Factorization. - Hossein Valavi; Peter J. Ramadge (CISS, 2019)

A Programmable Embedded Microprocessor for Bit-scalable In-memory Computing. - Hongyang Jia; Hossein Valavi; Yinqi Tang; Jintao Zhang; Naveen Verma (Hot Chips Symposium, 2019)

A 64-Tile 2.4-Mb In-Memory-Computing CNN Accelerator Employing Charge-Domain Compute. - Hossein Valavi; Peter J. Ramadge; Eric Nestler; Naveen Verma (IEEE J. Solid State Circuits, 2019)

Revisiting the Landscape of Matrix Factorization. - Hossein Valavi; Sulin Liu; Peter J. Ramadge (AISTATS, 2020)

The Landscape of Matrix Factorization Revisited. - Hossein Valavi; Sulin Liu; Peter J. Ramadge (CoRR, 2020)

A Programmable Heterogeneous Microprocessor Based on Bit-Scalable In-Memory Computing. - Hongyang Jia; Hossein Valavi; Yinqi Tang; Jintao Zhang; Naveen Verma (IEEE J. Solid State Circuits, 2020)

Hardware acceleration to address the costs of data movement - Hossein Valavi (2020)

A Programmable Neural-Network Inference Accelerator Based on Scalable In-Memory Computing. - Hongyang Jia; Murat Ozatay; Yinqi Tang; Hossein Valavi; Rakshit Pathak; Jinseok Lee; Naveen Verma (ISSCC, 2021)

Fully Row/Column-Parallel In-memory Computing SRAM Macro employing Capacitor-based Mixed-signal Computation with 5-b Inputs. - Jinseok Lee; Hossein Valavi; Yinqi Tang; Naveen Verma (VLSI Circuits, 2021)

Scalable and Programmable Neural Network Inference Accelerator Based on In-Memory Computing. - Hongyang Jia; Murat Ozatay; Yinqi Tang; Hossein Valavi; Rakshit Pathak; Jinseok Lee; Naveen Verma (IEEE J. Solid State Circuits, 2022)