TSV Extrusion Morphology Classification Using Deep Convolutional Neural Networks. - Brendan Reidy; Golareh Jalilvand; Tengfei Jiang; Ramtin Zand (ICMLA, 2020)

SOT-MRAM based Sigmoidal Neuron for Neuromorphic Architectures. - Brendan Reidy; Ramtin Zand (CoRR, 2020)

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 (ISVLSI, 2021)

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)

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

Application of Machine Learning for Quality Risk Factor Analysis of Electronic Assemblies. - Brendan Reidy; David Duggan; Bernard Glasauer; Peng Su; Ramtin Zand (ISQED, 2023)

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

Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition Enabling Versatile Image Processing. - Mehrdad Morsali; Brendan Reidy; Deniz Najafi; Sepehr Tabrizchi; Mohsen Imani; Mahdi Nikdast; Arman Roohi; Ramtin Zand; Shaahin Angizi (DAC, 2024)

HiRISE: High-Resolution Image Scaling for Edge ML via In-Sensor Compression and Selective ROI. - Brendan Reidy; Sepehr Tabrizchi; Mohammadreza Mohammadi; Shaahin Angizi; Arman Roohi; Ramtin Zand (DAC, 2024)

HiRISE: High-Resolution Image Scaling for Edge ML via In-Sensor Compression and Selective ROI. - Brendan Reidy; Sepehr Tabrizchi; Mohamadreza Mohammadi; Shaahin Angizi; Arman Roohi; Ramtin Zand (CoRR, 2024)

ViTSen: Bridging Vision Transformers and Edge Computing With Advanced In/Near-Sensor Processing. - Sepehr Tabrizchi; Brendan C. Reidy; Deniz Najafi; Shaahin Angizi; Ramtin Zand; Arman Roohi (IEEE Embed. Syst. Lett., 2024)

PixelPrune: Optimizing AIoT Vision Systems via In-Sensor Segmentation and Adaptive Data Transfer. - Mohammadreza Mohammadi; Mehrdad Morsali; Sepehr Tabrizchi; Brendan Reidy; Arman Roohi; Shaahin Angizi; Ramtin Zand (ACM Great Lakes Symposium on VLSI, 2025)