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

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

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

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

Heterogeneous Integration of In-Memory Analog Computing Architectures with Tensor Processing Units - Mohammed E. Elbtity; Brendan Reidy; Md Hasibul Amin; Ramtin Zand (Proceedings of the Great Lakes Symposium on VLSI 2023, GLSVLSI 2023, Knoxville, TN, USA, June 5-7, 2023, 2023)

IMAC-Sim: : A Circuit-level Simulator For In-Memory Analog Computing Architectures - Md Hasibul Amin; Mohammed E. Elbtity; Ramtin Zand (Proceedings of the Great Lakes Symposium on VLSI 2023, GLSVLSI 2023, Knoxville, TN, USA, June 5-7, 2023, 2023)

Work in Progress: Real-time Transformer Inference on Edge AI Accelerators - Brendan Reidy; Mohammadreza Mohammadi; Mohammed E. Elbtity; Heath Smith; Ramtin Zand (29th IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2023, San Antonio, TX, USA, May 9-12, 2023, 2023)

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

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

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

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

MRAM-based Analog Sigmoid Function for In-memory Computing - Md Hasibul Amin; Mohammed E. Elbtity; Mohammadreza Mohammadi; Ramtin Zand (GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6 - 8, 2022, 2022)

Interconnect Parasitics and Partitioning in Fully-Analog In-Memory Computing Architectures - Md Hasibul Amin; Mohammed E. Elbtity; Ramtin Zand (IEEE International Symposium on Circuits and Systems, ISCAS 2022, Austin, TX, USA, May 27 - June 1, 2022, 2022)

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

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

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

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

An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices - Mohammed E. Elbtity; Abhishek Singh; Brendan Reidy; Xiaochen Guo; Ramtin Zand (IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2021, Tampa, FL, USA, July 7-9, 2021, 2021)

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

High Speed, Approximate Arithmetic Based Convolutional Neural Network Accelerator - Mohammed E. Elbtity; Hyun-Wook Son; Dong-Yeong Lee; HyungWon Kim (International SoC Design Conference, ISOCC 2020, Yeosu, South Korea, October 21-24, 2020, 2020)

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

Small Area and Low Power Hybrid CMOS-Memristor Based FIFO for NoC - Mohammed E. Elbtity; Ahmed G. Radwan (IEEE International Symposium on Circuits and Systems, ISCAS 2018, 27-30 May 2018, Florence, Italy, 2018)