Ramtin Zand

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 63

Top Topics

Facial Expression Recognition

Spiking Neural Networks

Deep Belief Networks

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Md Hasibul Amin, Mohammadreza Mohammadi, Ramtin Zand
Multi-Objective Neural Architecture Search for In-Memory Computing. CoRR (2024)
Heath Smith, James Seekings, Mohammadreza Mohammadi, Ramtin Zand
Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators. CoRR (2024)
Mehrdad Morsali, Brendan Reidy, Deniz Najafi, Sepehr Tabrizchi, Mohsen Imani, Mahdi Nikdast, Arman Roohi, Ramtin Zand, Shaahin Angizi
Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition Enabling Versatile Image Processing. CoRR (2024)
Mohammed E. Elbtity, Peyton Chandarana, Ramtin Zand
Flex-TPU: A Flexible TPU with Runtime Reconfigurable Dataflow Architecture. CoRR (2024)
James Seekings, Peyton Chandarana, Mahsa Ardakani, Mohammadreza Mohammadi, Ramtin Zand
Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware. CoRR (2024)
Mohammed E. Elbtity, Brendan Reidy, Md Hasibul Amin, Ramtin Zand
Heterogeneous Integration of In-Memory Analog Computing Architectures with Tensor Processing Units. ACM Great Lakes Symposium on VLSI (2023)
Mohammadreza Mohammadi, Heath Smith, Lareb Khan, Ramtin Zand
Facial Expression Recognition at the Edge: CPU vs GPU vs VPU vs TPU. ACM Great Lakes Symposium on VLSI (2023)
Brendan Reidy, David Duggan, Bernard Glasauer, Peng Su, Ramtin Zand
Application of Machine Learning for Quality Risk Factor Analysis of Electronic Assemblies. ISQED (2023)
Brendan Reidy, Mohammadreza Mohammadi, Mohammed E. Elbtity, Heath Smith, Ramtin Zand
Work in Progress: Real-time Transformer Inference on Edge AI Accelerators. RTAS (2023)
Joseph Lindsay, Ramtin Zand
A Novel Stochastic LSTM Model Inspired by Quantum Machine Learning. ISQED (2023)
Md Hasibul Amin, Mohammed E. Elbtity, Ramtin Zand
IMAC-Sim: A Circuit-level Simulator For In-Memory Analog Computing Architectures. CoRR (2023)
Mohammed E. Elbtity, Brendan Reidy, Md Hasibul Amin, Ramtin Zand
Heterogeneous Integration of In-Memory Analog Computing Architectures with Tensor Processing Units. CoRR (2023)
Heath Smith, James Seekings, Mohammadreza Mohammadi, Ramtin Zand
Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators. ICMLA (2023)
Md Hasibul Amin, Mohammed E. Elbtity, Ramtin Zand
IMAC-Sim: : A Circuit-level Simulator For In-Memory Analog Computing Architectures. ACM Great Lakes Symposium on VLSI (2023)
Mohammadreza Mohammadi, Sheng-En Huang, Titon Barua, Ioannis M. Rekleitis, Md Jahidul Islam, Ramtin Zand
Caveline Detection at the Edge for Autonomous Underwater Cave Exploration and Mapping. ICMLA (2023)
Mohammadreza Mohammadi, Heath Smith, Lareb Khan, Ramtin Zand
Facial Expression Recognition at the Edge: CPU vs GPU vs VPU vs TPU. CoRR (2023)
Joseph Lindsay, Ramtin Zand
A Novel Stochastic LSTM Model Inspired by Quantum Machine Learning. CoRR (2023)
Peyton Chandarana, Mohammadreza Mohammadi, James Seekings, Ramtin Zand
Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware. IGSC (2022)
Md Hasibul Amin, Mohammed E. Elbtity, Ramtin Zand
Xbar-Partitioning: A Practical Way for Parasitics and Noise Tolerance in Analog IMC Circuits. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (4) (2022)
Md Hasibul Amin, Mohammed Elbtity, Ramtin Zand
Interconnect Parasitics and Partitioning in Fully-Analog In-Memory Computing Architectures. CoRR (2022)
Md Hasibul Amin, Mohammed Elbtity, Ramtin Zand
A Python Framework for SPICE Circuit Simulation of In-Memory Analog Computing Circuits. CoRR (2022)
Mohammedreza Mohammadi, Peyton Chandarana, James Seekings, Sara Hendrix, Ramtin Zand
Static Hand Gesture Recognition for American Sign Language using Neuromorphic Hardware. CoRR (2022)
Md Hasibul Amin, Mohammed E. Elbtity, Ramtin Zand
Interconnect Parasitics and Partitioning in Fully-Analog In-Memory Computing Architectures. ISCAS (2022)
Mohammed E. Elbtity, Peyton Chandarana, Brendan Reidy, Jason Kamran Eshraghian, Ramtin Zand
APTPU: Approximate Computing Based Tensor Processing Unit. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (12) (2022)
Md Hasibul Amin, Mohammed Elbtity, Mohammadreza Mohammadi, Ramtin Zand
MRAM-based Analog Sigmoid Function for In-memory Computing. ACM Great Lakes Symposium on VLSI (2022)
Md Hasibul Amin, Mohammed Elbtity, Ramtin Zand
Reliability-Aware Deployment of DNNs on In-Memory Analog Computing Architectures. CoRR (2022)
Mohammadreza Mohammadi, Peyton Chandarana, James Seekings, Sara Hendrix, Ramtin Zand
Static hand gesture recognition for American sign language using neuromorphic hardware. Neuromorph. Comput. Eng. 2 (4) (2022)
Peyton Chandarana, Mohammadreza Mohammadi, James Seekings, Ramtin Zand
Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware. CoRR (2022)
Md Hasibul Amin, Mohammed Elbtity, Mohammadreza Mohammadi, Ramtin Zand
MRAM-based Analog Sigmoid Function for In-memory Computing. CoRR (2022)
Peyton Chandarana, Junlin Ou, Ramtin Zand
An Adaptive Sampling and Edge Detection Approach for Encoding Static Images for Spiking Neural Networks. CoRR (2021)
Peyton Chandarana, Junlin Ou, Ramtin Zand
An Adaptive Sampling and Edge Detection Approach for Encoding Static Images for Spiking Neural Networks. IGSC (2021)
Mohammed Elbtity, Abhishek Singh, Brendan Reidy, Xiaochen Guo, Ramtin Zand
An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices. CoRR (2021)
Mohammed Elbtity, Abhishek Singh, Brendan Reidy, Xiaochen Guo, Ramtin Zand
An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices. ISVLSI (2021)
Hossein Pourmeidani, Shadi Sheikhfaal, Ramtin Zand, Ronald F. DeMara
Probabilistic Interpolation Recoder for Energy-Error-Product Efficient DBNs With p-Bit Devices. IEEE Trans. Emerg. Top. Comput. 9 (4) (2021)
Brendan Reidy, Golareh Jalilvand, Tengfei Jiang, Ramtin Zand
TSV Extrusion Morphology Classification Using Deep Convolutional Neural Networks. CoRR (2020)
Hossein Pourmeidani, Punyashloka Debashis, Zhihong Chen, Ronald F. DeMara, Ramtin Zand
Electrically-Tunable Stochasticity for Spin-based Neuromorphic Circuits: Self-Adjusting to Variation. MWSCAS (2020)
Ramtin Zand
A Single-Cycle MLP Classifier Using Analog MRAM-based Neurons and Synapses. CoRR (2020)
Hossein Pourmeidani, Punyashloka Debashis, Zhihong Chen, Ronald F. DeMara, Ramtin Zand
Electrically-Tunable Stochasticity for Spin-based Neuromorphic Circuits: Self-Adjusting to Variation. CoRR (2020)
Brendan Reidy, Golareh Jalilvand, Tengfei Jiang, Ramtin Zand
TSV Extrusion Morphology Classification Using Deep Convolutional Neural Networks. ICMLA (2020)
Ehsan Jokar, Sajad Haghzad Klidbary, Hadis Abolfathi, Saeed Bagheri Shouraki, Ramtin Zand, Arash Ahmadi
Hardware-Algorithm Co-Design of a Compressed Fuzzy Active Learning Method. IEEE Trans. Circuits Syst. (12) (2020)
Brendan Reidy, Ramtin Zand
SOT-MRAM based Sigmoidal Neuron for Neuromorphic Architectures. CoRR (2020)
Soheil Salehi, Ramtin Zand, Ronald F. DeMara
Clockless Spin-based Look-Up Tables with Wide Read Margin. ACM Great Lakes Symposium on VLSI (2019)
Ramtin Zand, Ronald F. DeMara
HSC-FPGA. FPGA (2019)
Ramtin Zand, Ronald F. DeMara
SNRA: A Spintronic Neuromorphic Reconfigurable Array for In-Circuit Training and Evaluation of Deep Belief Networks. CoRR (2019)
Soheil Salehi, Ramtin Zand, Alireza Zaeemzadeh, Nazanin Rahnavard, Ronald F. DeMara
AQuRate: MRAM-based Stochastic Oscillator for Adaptive Quantization Rate Sampling of Sparse Signals. CoRR (2019)
Soheil Salehi, Ramtin Zand, Alireza Zaeemzadeh, Nazanin Rahnavard, Ronald F. DeMara
AQuRate: MRAM-based Stochastic Oscillator for Adaptive Quantization Rate Sampling of Sparse Signals. ACM Great Lakes Symposium on VLSI (2019)
Ramtin Zand, Kerem Yunus Camsari, Supriyo Datta, Ronald F. DeMara
Composable Probabilistic Inference Networks Using MRAM-based Stochastic Neurons. ACM J. Emerg. Technol. Comput. Syst. 15 (2) (2019)
Soheil Salehi, Ramtin Zand, Ronald F. DeMara
Clockless Spin-based Look-Up Tables with Wide Read Margin. CoRR (2019)
Ramtin Zand, Ronald F. DeMara
MRAM-Enhanced Low Power Reconfigurable Fabric With Multi-Level Variation Tolerance. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2019)
Soheil Salehi, Navid Khoshavi, Ramtin Zand, Ronald F. DeMara
Self-Organized Sub-bank SHE-MRAM-based LLC: An energy-efficient and variation-immune read and write architecture. Integr. 65 (2019)
Ramtin Zand, Kerem Yunus Camsari, Steven D. Pyle, Ibrahim Ahmed, Chris H. Kim, Ronald F. DeMara
Low-Energy Deep Belief Networks Using Intrinsic Sigmoidal Spintronic-based Probabilistic Neurons. ACM Great Lakes Symposium on VLSI (2018)
Rashad S. Oreifej, Rawad N. Al-Haddad, Ramtin Zand, Rizwan A. Ashraf, Ronald F. DeMara
Survivability Modeling and Resource Planning for Self-Repairing Reconfigurable Device Fabrics. IEEE Trans. Cybern. 48 (2) (2018)
Ramtin Zand, Ronald F. DeMara
SNRA: A Spintronic Neuromorphic Reconfigurable Array for In-Circuit Training and Evaluation of Deep Belief Networks. ICRC (2018)
Ramtin Zand, Kerem Yunus Camsari, Supriyo Datta, Ronald F. DeMara
Composable Probabilistic Inference Networks Using MRAM-based Stochastic Neurons. CoRR (2018)
Arman Roohi, Ramtin Zand, Shaahin Angizi, Ronald F. DeMara
A Parity-Preserving Reversible QCA Gate with Self-Checking Cascadable Resiliency. IEEE Trans. Emerg. Top. Comput. 6 (4) (2018)
Arman Roohi, Ramtin Zand, Ronald F. DeMara
Synthesis of normally-off boolean circuits: An evolutionary optimization approach utilizing spintronic devices. ISQED (2018)
Arman Roohi, Ramtin Zand, Ronald F. DeMara
Logic-Encrypted Synthesis for Energy-Harvesting-Powered Spintronic-Embedded Datapath Design. ACM Great Lakes Symposium on VLSI (2018)
Ronald F. DeMara, Arman Roohi, Ramtin Zand, Steven D. Pyle
Heterogeneous Technology Configurable Fabrics for Field-Programmable Co-Design of CMOS and Spin-Based Devices. ICRC (2017)
Mohan Krishna Gopi Krishna, Arman Roohi, Ramtin Zand, Ronald F. DeMara
Heterogeneous energy-sparing reconfigurable logic: spin-based storage and CNFET-based multiplexing. IET Circuits Devices Syst. 11 (3) (2017)
Ramtin Zand, Arman Roohi, Ronald F. DeMara
Energy-Efficient and Process-Variation-Resilient Write Circuit Schemes for Spin Hall Effect MRAM Device. IEEE Trans. Very Large Scale Integr. Syst. 25 (9) (2017)
Ramtin Zand, Kerem Yunus Camsari, Ibrahim Ahmed, Steven D. Pyle, Chris H. Kim, Supriyo Datta, Ronald F. DeMara
R-DBN: A Resistive Deep Belief Network Architecture Leveraging the Intrinsic Behavior of Probabilistic Devices. CoRR (2017)
Arman Roohi, Ramtin Zand, Deliang Fan, Ronald F. DeMara
Voltage-Based Concatenatable Full Adder Using Spin Hall Effect Switching. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (12) (2017)
Ramtin Zand, Arman Roohi, Soheil Salehi, Ronald F. DeMara
Scalable Adaptive Spintronic Reconfigurable Logic Using Area-Matched MTJ Design. IEEE Trans. Circuits Syst. II Express Briefs (7) (2016)
Rawad N. Al-Haddad, Rashad S. Oreifej, Ramtin Zand, Abdel Ejnioui, Ronald F. DeMara
Adaptive Mitigation of Radiation-Induced Errors and TDDB in Reconfigurable Logic Fabrics. NATW (2015)
Rizwan A. Ashraf, Ahmad Alzahrani, Navid Khoshavi, Ramtin Zand, Soheil Salehi, Arman Roohi, Mingjie Lin, Ronald F. DeMara
Reactive rejuvenation of CMOS logic paths using self-activating voltage domains. ISCAS (2015)