| LATIM: Loading-Aware Offline Training Method for Inverter-based Memristive Neural Networks S Vahdat, M Kamal, A Afzali-Kusha, M Pedram IEEE Transactions on Circuits and Systems II: Express Briefs, 2021 | 2 | 2021 |
| NullaNet Tiny: Ultra-low-latency DNN Inference Through Fixed-function Combinational Logic M Nazemi, A Fayyazi, A Esmaili, A Khare, SN Shahsavani, M Pedram arXiv preprint arXiv:2104.05421, 2021 | | 2021 |
| A data-driven approach for lightning nowcasting with deep learning A Mostajabi, E Mansouri, P Pad, M Rubinstein, A Dunbar, F Rachidi EGU21, 2021 | | 2021 |
| Hybrid silk fibroin–gelatin nanofibrous sheet for drug delivery and regenerative medicine: In‐vitro characterization and controlled release of simvastatin/protein M Hajiabbas, I Alemzadeh, M Vossoughi Polymers for Advanced Technologies 32 (3), 1333-1344, 2021 | 2 | 2021 |
| Coarse2Fine: a two-stage training method for fine-grained visual classification AE Eshratifar, D Eigen, M Gormish, M Pedram Machine Vision and Applications 32 (2), 1-9, 2021 | 2 | 2021 |
| A2P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks M Ahmadzadeh, M Kamal, A Afzali-Kusha, M Pedram arXiv preprint arXiv:2101.09693, 2021 | | 2021 |
| High-Radix Design of a Scalable Montgomery Modular Multiplier with Low Latency B Zhang, Z Cheng, M Pedram IEEE Transactions on Computers, 2021 | | 2021 |
| DNR: A Tunable Robust Pruning Framework Through Dynamic Network Rewiring of DNNs S Kundu, M Nazemi, PA Beerel, M Pedram Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021 | 5 | 2021 |
| BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification SA Ghasemzadeh, EB Tavakoli, M Kamal, A Afzali-Kusha, M Pedram arXiv preprint arXiv:2101.02667, 2021 | | 2021 |
| Spike-thrift: Towards energy-efficient deep spiking neural networks by limiting spiking activity via attention-guided compression S Kundu, G Datta, M Pedram, PA Beerel Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021 | 5 | 2021 |
| BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification S Abolfazl Ghasemzadeh, E Bank Tavakoli, M Kamal, A Afzali-Kusha, ... arXiv e-prints, arXiv: 2101.02667, 2021 | | 2021 |
| Therminator 2: A Fast Thermal Simulator for Portable Devices MJ Dousti, Q Xie, M Nazemi, M Pedram IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021 | | 2021 |
| OPTIMA: An Approach for Online Management of Cache Approximation Levels in Approximate Processing Systems R Yarmand, M Kamal, A Afzali-Kusha, P Esmaeli, M Pedram IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2020 | | 2020 |
| Superconductive Single FlUX Quantum Logic Devices and Circuits: Status, Challenges, and Opportunities M Pedram 2020 IEEE International Electron Devices Meeting (IEDM), 25.7. 1-25.7. 4, 2020 | | 2020 |
| APPROXIMATE COMPUTING: FROM CIRCUITS TO APPLICATIONS H Jiang, FJH Santiago, H Mo, L Liu, J Han, JM Muller, S Amanollahi, ... Proceedings of the IEEE 108 (12), 2020 | | 2020 |
| Retiming for high-performance superconductive circuits with register energy minimization TR Lin, M Pedram 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2020 | 1 | 2020 |
| SynergicLearning: neural network-based feature extraction for highly-accurate hyperdimensional learning M Nazemi, A Esmaili, A Fayyazi, M Pedram 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2020 | 5 | 2020 |
| Depth-bounded Graph Partitioning Algorithm and Dual Clocking Method for Realization of Superconducting SFQ Circuits G Pasandi, M Pedram ACM Journal on Emerging Technologies in Computing Systems (JETC) 17 (1), 1-22, 2020 | 1 | 2020 |
| Runtime Deep Model Multiplexing for Reduced Latency and Energy Consumption Inference AE Eshratifar, M Pedram 2020 IEEE 38th International Conference on Computer Design (ICCD), 263-270, 2020 | 1 | 2020 |
| A porous hydrogel-electrospun composite scaffold made of oxidized alginate/gelatin/silk fibroin for tissue engineering application M Hajiabbas, I Alemzadeh, M Vossoughi Carbohydrate Polymers 245, 116465, 2020 | 11 | 2020 |
