Massoud Pedram

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 288

Top Venues

CoRR

DATE

ISQED

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Zeming Cheng, Bo Zhang, Massoud Pedram
A High-Performance, Conflict-Free Memory-Access Architecture for Modular Polynomial Multiplication. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (2) (2024)
Seyedarmin Azizi, Mahdi Nazemi, Massoud Pedram
Memory-Efficient Vision Transformers: An Activation-Aware Mixed-Rank Compression Strategy. CoRR (2024)
Farhad Ebrahimi-Azandaryani, Omid Akbari, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
Accuracy Configurable Adders with Negligible Delay Overhead in Exact Operating Mode. ACM Trans. Design Autom. Electr. Syst. 28 (1) (2023)
Beyza Zeynep Ucpinar, Mustafa Altay Karamuftuoglu, Sasan Razmkhah, Massoud Pedram
An On-Chip Trainable Neuron Circuit for SFQ-Based Spiking Neural Networks. CoRR (2023)
Jung Hwan Heo, Arash Fayyazi, Mahdi Nazemi, Massoud Pedram
A Fast Training-Free Compression Framework for Vision Transformers. CoRR (2023)
Deepraj Soni, Negar Neda, Naifeng Zhang, Benedict Reynwar, Homer Gamil, Benjamin Heyman, Mohammed Thari Nabeel, Ahmad Al Badawi, Yuriy Polyakov, Kellie Canida, Massoud Pedram, Michail Maniatakos, David Bruce Cousins, Franz Franchetti, Matthew French, Andrew G. Schmidt, Brandon Reagen
RPU: The Ring Processing Unit. IACR Cryptol. ePrint Arch. 2023 (2023)
Sasan Razmkhah, Mehdi Kamal, Nobuyuki Yoshikawa, Massoud Pedram
A Josephson Parametric Oscillator-Based Ising Machine. CoRR (2023)
Jingkai Hong, Arash Fayyazi, Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram
Algorithms and Hardware for Efficient Processing of Logic-based Neural Networks. DAC (2023)
Haolin Cong, Sasan Razmkhah, Mustafa Altay Karamuftuoglu, Massoud Pedram
Superconductor Logic Implementation with All-JJ Inductor-Free Cell Library. CoRR (2023)
Deepraj Soni, Negar Neda, Naifeng Zhang, Benedict Reynwar, Homer Gamil, Benjamin Heyman, Mohammed Thari Nabeel, Ahmad Al Badawi, Yuriy Polyakov, Kellie Canida, Massoud Pedram, Michail Maniatakos, David Bruce Cousins, Franz Franchetti, Matthew French, Andrew G. Schmidt, Brandon Reagen
RPU: The Ring Processing Unit. CoRR (2023)
David Bruce Cousins, Yuriy Polyakov, Ahmad Al Badawi, Matthew French, Andrew G. Schmidt, Ajey Jacob, Benedict Reynwar, Kellie Canida, Akhilesh R. Jaiswal, Clynn Mathew, Homer Gamil, Negar Neda, Deepraj Soni, Michail Maniatakos, Brandon Reagen, Naifeng Zhang, Franz Franchetti, Patrick Brinich, Jeremy Johnson, Patrick Broderick, Mike Franusich, Bo Zhang, Zeming Cheng, Massoud Pedram
TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation. IACR Cryptol. ePrint Arch. 2023 (2023)
Jingkai Hong, Arash Fayyazi, Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram
Algorithms and Hardware for Efficient Processing of Logic-based Neural Networks. CoRR (2023)
Masoud Zabihi, Yanyue Xie, Zhengang Li, Peiyan Dong, Geng Yuan, Olivia Chen, Massoud Pedram, Yanzhi Wang
A Life-Cycle Energy and Inventory Analysis of Adiabatic Quantum-Flux-Parametron Circuits. CoRR (2023)
Soheil Nazar Shahsavani, Arash Fayyazi, Mahdi Nazemi, Massoud Pedram
Efficient Compilation and Mapping of Fixed Function Combinational Logic onto Digital Signal Processors Targeting Neural Network Inference and Utilizing High-level Synthesis. ACM Trans. Reconfigurable Technol. Syst. 16 (2) (2023)
Hassan Afzali-Kusha, Massoud Pedram
X-NVDLA: Runtime Accuracy Configurable NVDLA Based on Applying Voltage Overscaling to Computing and Memory Units. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (5) (2023)
Mustafa Altay Karamuftuoglu, Beyza Zeynep Ucpinar, Sasan Razmkhah, Mehdi Kamal, Massoud Pedram
Unsupervised SFQ-Based Spiking Neural Network. CoRR (2023)
Jung Hwan Heo, Seyedarmin Azizi, Arash Fayyazi, Mahdi Nazemi, Massoud Pedram
SNT: Sharpness-Minimizing Network Transformation for Fast Compression-friendly Pretraining. CoRR (2023)
Souvik Kundu, Sairam Sundaresan, Massoud Pedram, Peter A. Beerel
FLOAT: Fast Learnable Once-for-All Adversarial Training for Tunable Trade-off between Accuracy and Robustness. WACV (2023)
Aupam Hamran, Marzieh Vaeztourshizi, Amirhossein Esmaili, Massoud Pedram
Brain Tumor Detection using Convolutional Neural Networks with Skip Connections. CoRR (2023)
Reza Kazerooni-Zand, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
Memristive-based Mixed-signal CGRA for Accelerating Deep Neural Network Inference. ACM Trans. Design Autom. Electr. Syst. 28 (4) (2023)
Beyza Zeynep Ucpinar, Yasemin Kopur, Mustafa Altay Karamuftuoglu, Sasan Razmkhah, Massoud Pedram
Design of a Superconducting Multiflux Non-Destructive Readout Memory Unit. CoRR (2023)
Gokul Subramanian Ravi, Jonathan M. Baker, Arash Fayyazi, Sophia Fuhui Lin, Ali Javadi-Abhari, Massoud Pedram, Frederic T. Chong
Better Than Worst-Case Decoding for Quantum Error Correction. ASPLOS (2) (2023)
Seyedarmin Azizi, Mahdi Nazemi, Mehdi Kamal, Massoud Pedram
Low-Precision Mixed-Computation Models for Inference on Edge. CoRR (2023)
Deepraj Soni, Negar Neda, Naifeng Zhang, Benedict Reynwar, Homer Gamil, Benjamin Heyman, Mohammed Nabeel, Ahmad Al Badawi, Yuriy Polyakov, Kellie Canida, Massoud Pedram, Michail Maniatakos, David Bruce Cousins, Franz Franchetti, Matthew French, Andrew G. Schmidt, Brandon Reagen
RPU: The Ring Processing Unit. ISPASS (2023)
Seyedarmin Azizi, Mahdi Nazemi, Arash Fayyazi, Massoud Pedram
Sensitivity-Aware Mixed-Precision Quantization and Width Optimization of Deep Neural Networks Through Cluster-Based Tree-Structured Parzen Estimation. CoRR (2023)
Bo Zhang, Zeming Cheng, Massoud Pedram
An Iterative Montgomery Modular Multiplication Algorithm With Low Area-Time Product. IEEE Trans. Computers 72 (1) (2023)
Arash Fayyazi, Mahdi Nazemi, Armin Abdollahi, Massoud Pedram
BlendNet: Design and Optimization of a Neural Network-Based Inference Engine Blending Binary and Fixed-Point Convolutions. CoRR (2023)
Ehsan Tanghatari, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
Federated learning by employing knowledge distillation on edge devices with limited hardware resources. Neurocomputing 531 (2023)
Jina Park, Kyuseung Han, Eunjin Choi, Sukho Lee, Jae-Jin Lee, Woojoo Lee, Massoud Pedram
Florian: Developing a Low-Power RISC-V Multicore Processor with a Shared Lightweight FPU. ISLPED (2023)
Marzieh Vaeztourshizi, Massoud Pedram
Efficient Error Estimation for High-Level Design Space Exploration of Approximate Computing Systems. IEEE Trans. Very Large Scale Integr. Syst. 31 (7) (2023)
Mohsen Ahmadzadeh, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Souvik Kundu, Yao Fu, Bill Ye, Peter A. Beerel, Massoud Pedram
Toward Adversary-aware Non-iterative Model Pruning through Dynamic Network Rewiring of DNNs. ACM Trans. Embed. Comput. Syst. 21 (5) (2022)
Souvik Kundu, Shikai Wang, Qirui Sun, Peter A. Beerel, Massoud Pedram
BMPQ: Bit-Gradient Sensitivity-Driven Mixed-Precision Quantization of DNNs from Scratch. DATE (2022)
Jung Hwan Heo, Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram
Sparse Periodic Systolic Dataflow for Lowering Latency and Power Dissipation of Convolutional Neural Network Accelerators. CoRR (2022)
Haipeng Zha, Naveen Kumar Katam, Massoud Pedram, Murali Annavaram
HiPerRF: A Dual-Bit Dense Storage SFQ Register File. HPCA (2022)
Saba Amanollahi, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
AMR-MUL: An Approximate Maximally Redundant Signed Digit Multiplier. CoRR (2022)
Seyed Hossein Hashemi Shadmehri, Ali BanaGozar, Mehdi Kamal, Sander Stuijk, Ali Afzali-Kusha, Massoud Pedram, Henk Corporaal
SySCIM: SystemC-AMS Simulation of Memristive Computation In-Memory. DATE (2022)
Morteza Soltani, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
An Adaptive Memory-Side Encryption Method for Improving Security and Lifetime of PCM-Based Main Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (6) (2022)
Marzieh Vaeztourshizi, Massoud Pedram
An Efficient Error Estimation Technique for Pruning Approximate Data-Flow Graphs in Design Space Exploration. ISQED (2022)
Nhat-An Nguyen, Hien Vu, Massoud Pedram, Donghwa Shin
An Attachable Battery-Supercapacitor Hybrid for Large Pulsed Load. IEEE Des. Test 39 (5) (2022)
Bo Zhang, Zeming Cheng, Massoud Pedram
High-Radix Design of a Scalable Montgomery Modular Multiplier With Low Latency. IEEE Trans. Computers 71 (2) (2022)
Gokul Subramanian Ravi, Jonathan M. Baker, Arash Fayyazi, Sophia Fuhui Lin, Ali Javadi-Abhari, Massoud Pedram, Frederic T. Chong
Have your QEC and Bandwidth too!: A lightweight cryogenic decoder for common / trivial errors, and efficient bandwidth + execution management otherwise. CoRR (2022)
Jung Hwan Heo, Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram
Sparse Periodic Systolic Dataflow for Lowering Latency and Power Dissipation of Convolutional Neural Network Accelerators. ISLPED (2022)
Mohammad Reza Jokar, Richard Rines, Ghasem Pasandi, Haolin Cong, Adam Holmes, Yunong Shi, Massoud Pedram, Frederic T. Chong
DigiQ: A Scalable Digital Controller for Quantum Computers Using SFQ Logic. HPCA (2022)
Mohamadreza Zolfagharinejad, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
Posit Process Element for Using in Energy-Efficient DNN Accelerators. IEEE Trans. Very Large Scale Integr. Syst. 30 (6) (2022)
Hassan Afzali-Kusha, Massoud Pedram
X-NVDLA: Runtime Accuracy Configurable NVDLA based on Employing Voltage Overscaling Approach. ISQED (2022)
Ehsan Tanghatari, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
Distributing DNN training over IoT edge devices based on transfer learning. Neurocomputing 467 (2022)
Soheil Nazar Shahsavani, Arash Fayyazi, Mahdi Nazemi, Massoud Pedram
Efficient Compilation and Mapping of Fixed Function Combinational Logic onto Digital Signal Processors Targeting Neural Network Inference and Utilizing High-level Synthesis. CoRR (2022)
Souvik Kundu, Sairam Sundaresan, Massoud Pedram, Peter A. Beerel
A Fast and Efficient Conditional Learning for Tunable Trade-Off between Accuracy and Robustness. CoRR (2022)
Souvik Kundu, Gourav Datta, Massoud Pedram, Peter A. Beerel
Towards Low-Latency Energy-Efficient Deep SNNs via Attention-Guided Compression. CoRR (2021)
Mohammad Ali Maleki, Alireza Nabipour-Meybodi, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
An Energy-Efficient Inference Method in Convolutional Neural Networks Based on Dynamic Adjustment of the Pruning Level. ACM Trans. Design Autom. Electr. Syst. 26 (6) (2021)
Mohsen Ahmadzadeh, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
A2P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks. CoRR (2021)
Bo Zhang, Zeming Cheng, Massoud Pedram
A High-Performance Low-Power Barrett Modular Multiplier for Cryptosystems. ISLPED (2021)
Seyed Abolfazl Ghasemzadeh, Erfan Bank Tavakoli, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification. CoRR (2021)
Shaghayegh Vahdat, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
LATIM: Loading-Aware Offline Training Method for Inverter-Based Memristive Neural Networks. IEEE Trans. Circuits Syst. II Express Briefs 68 (10) (2021)
Mustafa Munir, Aswin Gopikanna, Arash Fayyazi, Massoud Pedram, Shahin Nazarian
qMC: A Formal Model Checking Verification Framework For Superconducting Logic. ACM Great Lakes Symposium on VLSI (2021)
Mahdi Nazemi, Hitarth Kanakia, Massoud Pedram
Heuristics for Million-scale Two-level Logic Minimization. ICCAD (2021)
Mahdi Nazemi, Arash Fayyazi, Amirhossein Esmaili, Atharva Khare, Soheil Nazar Shahsavani, Massoud Pedram
NullaNet Tiny: Ultra-low-latency DNN Inference Through Fixed-function Combinational Logic. FCCM (2021)
Souvik Kundu, Shikai Wang, Qirui Sun, Peter A. Beerel, Massoud Pedram
BMPQ: Bit-Gradient Sensitivity Driven Mixed-Precision Quantization of DNNs from Scratch. CoRR (2021)
Souvik Kundu, Mahdi Nazemi, Peter A. Beerel, Massoud Pedram
DNR: A Tunable Robust Pruning Framework Through Dynamic Network Rewiring of DNNs. ASP-DAC (2021)
Mohammad Javad Dousti, Qing Xie, Mahdi Nazemi, Massoud Pedram
Therminator 2: A Fast Thermal Simulator for Portable Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (12) (2021)
Hitarth Kanakia, Mahdi Nazemi, Arash Fayyazi, Massoud Pedram
ESPRESSO-GPU: Blazingly Fast Two-Level Logic Minimization. DATE (2021)
Xi Li, Soheil Nazar Shahsavani, Xuan Zhou, Massoud Pedram, Peter A. Beerel
A Variation-aware Hold Time Fixing Methodology for Single Flux Quantum Logic Circuits. ACM Trans. Design Autom. Electr. Syst. 26 (6) (2021)
Souvik Kundu, Qirui Sun, Yao Fu, Massoud Pedram, Peter A. Beerel
Analyzing the Confidentiality of Undistillable Teachers in Knowledge Distillation. NeurIPS (2021)
Amir Erfan Eshratifar, Mohammad Saeed Abrishami, Massoud Pedram
JointDNN: An Efficient Training and Inference Engine for Intelligent Mobile Cloud Computing Services. IEEE Trans. Mob. Comput. 20 (2) (2021)
Amir Erfan Eshratifar, David Eigen, Michael Gormish, Massoud Pedram
Coarse2Fine: a two-stage training method for fine-grained visual classification. Mach. Vis. Appl. 32 (2) (2021)
Roohollah Yarmand, Mehdi Kamal, Ali Afzali-Kusha, Pooria Esmaeli, Massoud Pedram
OPTIMA: An Approach for Online Management of Cache Approximation Levels in Approximate Processing Systems. IEEE Trans. Very Large Scale Integr. Syst. 29 (2) (2021)
Mahdi Nazemi, Arash Fayyazi, Amirhossein Esmaili, Atharva Khare, Soheil Nazar Shahsavani, Massoud Pedram
NullaNet Tiny: Ultra-low-latency DNN Inference Through Fixed-function Combinational Logic. CoRR (2021)
Souvik Kundu, Massoud Pedram, Peter A. Beerel
HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training with Crafted Input Noise. ICCV (2021)
Ghasem Pasandi, Massoud Pedram
qSeq: Full Algorithmic and Tool Support for Synthesizing Sequential Circuits in Superconducting SFQ Technology. DAC (2021)
Shaghayegh Vahdat, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
Reliability Enhancement of Inverter-Based Memristor Crossbar Neural Networks Using Mathematical Analysis of Circuit Non-Idealities. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (10) (2021)
Souvik Kundu, Massoud Pedram, Peter A. Beerel
HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training with Crafted Input Noise. CoRR (2021)
Shaghayegh Vahdat, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
Loading-Aware Reliability Improvement of Ultra-Low Power Memristive Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (8) (2021)
Souvik Kundu, Gourav Datta, Massoud Pedram, Peter A. Beerel
Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compression. WACV (2021)
Kyuseung Han, Sukho Lee, Kwang-Il Oh, Younghwan Bae, Hyeonguk Jang, Jae-Jin Lee, Woojoo Lee, Massoud Pedram
Developing TEI-Aware Ultralow-Power SoC Platforms for IoT End Nodes. IEEE Internet Things J. 8 (6) (2021)
Arash Fayyazi, Shahin Nazarian, Massoud Pedram
Logic Verification of Ultra-Deep Pipelined Beyond-CMOS Technologies. CoRR (2020)
Mohammad Saeed Abrishami, Amir Erfan Eshratifar, David Eigen, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
Efficient Training of Deep Convolutional Neural Networks by Augmentation in Embedding Space. ISQED (2020)
Hassan Afzali-Kusha, Mehdi Kamal, Massoud Pedram
Low-power Accuracy-configurable Carry Look-ahead Adder Based on Voltage Overscaling Technique. ISQED (2020)
Mohammad Saeed Abrishami, Massoud Pedram, Shahin Nazarian
CSM-NN: Current Source Model Based Logic Circuit Simulation - A Neural Network Approach. CoRR (2020)
Ting-Ru Lin, Po-Han Huang, Luhao Wang, Massoud Pedram
A Stochastic Framework for Virtualization Layer Deployment in Vehicular Cloud Networks. ICC Workshops (2020)
Amir Erfan Eshratifar, Massoud Pedram
Run-time Deep Model Multiplexing. CoRR (2020)
Shaghayegh Vahdat, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
Interstice: Inverter-Based Memristive Neural Networks Discretization for Function Approximation Applications. IEEE Trans. Very Large Scale Integr. Syst. 28 (7) (2020)
Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram
HIPE-MAGIC: A Technology-Aware Synthesis and Mapping Flow for HIghly Parallel Execution of Memristor-Aided LoGIC. CoRR (2020)
Morteza Soltani, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
RandShift: An Energy-Efficient Fault-Tolerant Method in Secure Nonvolatile Main Memory. IEEE Trans. Very Large Scale Integr. Syst. 28 (1) (2020)
Farhad Ebrahimi-Azandaryani, Omid Akbari, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
Block-Based Carry Speculative Approximate Adder for Energy-Efficient Applications. IEEE Trans. Circuits Syst. II Express Briefs (1) (2020)
Ting-Ru Lin, Drew Penney, Massoud Pedram, Lizhong Chen
A Deep Reinforcement Learning Framework for Architectural Exploration: A Routerless NoC Case Study. HPCA (2020)
Amir Erfan Eshratifar, Massoud Pedram
Runtime Deep Model Multiplexing for Reduced Latency and Energy Consumption Inference. ICCD (2020)
Souvik Kundu, Gourav Datta, Peter A. Beerel, Massoud Pedram
qBSA: Logic Design of a 32-bit Block-Skewed RSFQ Arithmetic Logic Unit. CoRR (2020)
Souvik Kundu, Mahdi Nazemi, Massoud Pedram, Keith M. Chugg, Peter A. Beerel
Pre-Defined Sparsity for Low-Complexity Convolutional Neural Networks. IEEE Trans. Computers 69 (7) (2020)
Ghasem Pasandi, Mackenzie Peterson, Moisés Herrera, Shahin Nazarian, Massoud Pedram
Deep-PowerX: a deep learning-based framework for low-power approximate logic synthesis. ISLPED (2020)
Souvik Kundu, Mahdi Nazemi, Massoud Pedram, Keith M. Chugg, Peter A. Beerel
Pre-defined Sparsity for Low-Complexity Convolutional Neural Networks. CoRR (2020)
Soheil Nazar Shahsavani, Bo Zhang, Massoud Pedram
A Timing Uncertainty-Aware Clock Tree Topology Generation Algorithm for Single Flux Quantum Circuits. DATE (2020)
Massoud Pedram, Luhao Wang
Energy Efficiency in 5G Cellular Network Systems. IEEE Des. Test 37 (1) (2020)
Ghasem Pasandi, Massoud Pedram
Depth-bounded Graph Partitioning Algorithm and Dual Clocking Method for Realization of Superconducting SFQ Circuits. ACM J. Emerg. Technol. Comput. Syst. 17 (1) (2020)
Ghasem Pasandi, Mackenzie Peterson, Moisés Herrera, Shahin Nazarian, Massoud Pedram
Deep-PowerX: A Deep Learning-Based Framework for Low-Power Approximate Logic Synthesis. CoRR (2020)
Omid Akbari, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram, Muhammad Shafique
X-CGRA: An Energy-Efficient Approximate Coarse-Grained Reconfigurable Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram
Energy-aware Scheduling of Task Graphs with Imprecise Computations and End-to-end Deadlines. ACM Trans. Design Autom. Electr. Syst. 25 (1) (2020)
Marzieh Vaeztourshizi, Mehdi Kamal, Massoud Pedram
EGAN: A Framework for Exploring the Accuracy vs. Energy Efficiency Trade-off in Hardware Implementation of Error Resilient Applications. ISQED (2020)
Mohammad Saeed Abrishami, Hao Ge, Justin F. Calderon, Massoud Pedram, Shahin Nazarian
NN-PARS: A Parallelized Neural Network Based Circuit Simulation Framework. CoRR (2020)
Mohammad Saeed Abrishami, Amir Erfan Eshratifar, David Eigen, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
Efficient Training of Deep Convolutional Neural Networks by Augmentation in Embedding Space. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Massoud Pedram