Learnable Sparsification of Die-to-Die Communication via Spike-Based Encoding. - Nardone, Joshua; Zhu, Ruijie; Callenes, Joseph; Elbtity, Mohammed E.; Zand, Ramtin; Eshraghian, Jason (CoRR, 2025)

TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator. - Vungarala, Deepak; Elbtity, Mohammed E.; Syed, Sumiya; Alam, Sakila; Pandit, Kartik; Ghosh, Arnob; Zand, Ramtin; Angizi, Shaahin (CoRR, 2025)

Flex-TPU: A Flexible TPU with Runtime Reconfigurable Dataflow Architecture. - Elbtity, Mohammed E.; Chandarana, Peyton; Zand, Ramtin (CoRR, 2024)

Matmul or No Matmul in the Era of 1-bit LLMs. - Malekar, Jinendra; Elbtity, Mohammed E.; Zand, Ramtin (CoRR, 2024)

Heterogeneous Integration of In-Memory Analog Computing Architectures with Tensor Processing Units. - Elbtity, Mohammed E.; Reidy, Brendan; Amin, Md Hasibul; Zand, Ramtin (2023)

IMAC-Sim: : A Circuit-level Simulator For In-Memory Analog Computing Architectures. - Amin, Md Hasibul; Elbtity, Mohammed E.; Zand, Ramtin (2023)

Work in Progress: Real-time Transformer Inference on Edge AI Accelerators. - Reidy, Brendan; Mohammadi, Mohammadreza; Elbtity, Mohammed E.; Smith, Heath; Zand, Ramtin (2023)

IMAC-Sim: A Circuit-level Simulator For In-Memory Analog Computing Architectures. - Amin, Md Hasibul; Elbtity, Mohammed E.; Zand, Ramtin (CoRR, 2023)

Heterogeneous Integration of In-Memory Analog Computing Architectures with Tensor Processing Units. - Elbtity, Mohammed E.; Reidy, Brendan; Amin, Md Hasibul; Zand, Ramtin (CoRR, 2023)

Xbar-Partitioning: A Practical Way for Parasitics and Noise Tolerance in Analog IMC Circuits. - Amin, Md Hasibul; Elbtity, Mohammed E.; Zand, Ramtin (IEEE J. Emerg. Sel. Topics Circuits Syst., 2022)

APTPU: Approximate Computing Based Tensor Processing Unit. - Elbtity, Mohammed E.; Chandarana, Peyton; Reidy, Brendan; Eshraghian, Jason Kamran; Zand, Ramtin (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

MRAM-based Analog Sigmoid Function for In-memory Computing. - Amin, Md Hasibul; Elbtity, Mohammed E.; Mohammadi, Mohammadreza; Zand, Ramtin (2022)

Interconnect Parasitics and Partitioning in Fully-Analog In-Memory Computing Architectures. - Amin, Md Hasibul; Elbtity, Mohammed E.; Zand, Ramtin (2022)

Interconnect Parasitics and Partitioning in Fully-Analog In-Memory Computing Architectures. - Amin, Md Hasibul; Elbtity, Mohammed E.; Zand, Ramtin (CoRR, 2022)

MRAM-based Analog Sigmoid Function for In-memory Computing. - Amin, Md Hasibul; Elbtity, Mohammed E.; Mohammadi, Mohammadreza; Zand, Ramtin (CoRR, 2022)

A Python Framework for SPICE Circuit Simulation of In-Memory Analog Computing Circuits. - Amin, Md Hasibul; Elbtity, Mohammed E.; Zand, Ramtin (CoRR, 2022)

Reliability-Aware Deployment of DNNs on In-Memory Analog Computing Architectures. - Amin, Md Hasibul; Elbtity, Mohammed E.; Zand, Ramtin (CoRR, 2022)

An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices. - Elbtity, Mohammed E.; Singh, Abhishek; Reidy, Brendan; Guo, Xiaochen; Zand, Ramtin (2021)

An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices. - Elbtity, Mohammed E.; Singh, Abhishek; Reidy, Brendan; Guo, Xiaochen; Zand, Ramtin (CoRR, 2021)

High Speed, Approximate Arithmetic Based Convolutional Neural Network Accelerator. - Elbtity, Mohammed E.; Son, Hyun-Wook; Lee, Dong-Yeong; Kim, HyungWon (2020)

Design and analysis of 2T2M hybrid CMOS-Memristor based RRAM. - Shaarawy, Noha; Emara, Ahmed A. M.; El-Naggar, Ahmed M.; Elbtity, Mohammed E.; Ghoneima, Maged; Radwan, Ahmed G. (Microelectron. J., 2018)

Small Area and Low Power Hybrid CMOS-Memristor Based FIFO for NoC. - Elbtity, Mohammed E.; Radwan, Ahmed G. (2018)