Ali Afzali Kousha

1. GEMA: A Genome Exact Mapping Accelerator Based on Learned Indexes

Sharei Mohaddeseh, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2024)., IEEE Transactions on Biomedical Circuits and Systems, 18(3), 523-538.

1. A2P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks

Ahmadzadeh Mohsen, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2023)., IEEE Transactions on Neural Networks and Learning Systems, 34(11), 8284-8296.

2. H2C-TM: A Hybrid High Coverage Test Method for Improving the Detection of HtD Faults in STT-MRAMs

Taghipour Shiva, Kamal Mehdi, Niaraki Asli Rahebeh, Afzali Kousha Ali (2023)., IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY, 23(2), 219-232.

3. Federated learning by employing knowledge distillation on edge devices with limited hardware resources

Tanghatari Ehsan, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2023)., NEUROCOMPUTING, 531(-), 87-99.

4. ReMeCo

BanaGozar Ali, Hashemi Shadmehri Seyed Hossein, Stuijk Sander, Kamal Mehdi, Afzali Kousha Ali, Corporaal Henk (2023)., ASPDAC '23: 28th Asia and South Pacific Design Automation Conference, 16-19 January, Tokyo, Japan.

5. Frontiers of Quality Electronic Design (QED)

Vahdat Shaghayegh, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2023).

1. Accuracy Configurable Adders with Negligible Delay Overhead in Exact Operating Mode

Ebrahimi-Azandaryani Farhad, Akbari Omid, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2022)., ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 28(1), 1-14.

2. LCHC-DFT: A Low-Cost High-Coverage Design-for-Testability Technique to Detect Hard-to-Detect Faults in STT-MRAMs in the Presence of Process Variations

Taghipour Shiva, Kamal Mehdi, Niaraki Asli Rahebeh, Afzali Kousha Ali, Pedram Massoud (2022)., IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY, 22(4), 477-487.

3. An Adaptive Memory-Side Encryption Method for Improving Security and Lifetime of PCM-Based Main Memory

Soltani banavandi Morteza, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2022)., IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 41(6), 1744-1756.

4. SySCIM: SystemC-AMS Simulation of Memristive Computation In-Memory

Hashemi Shadmehri Seyed Hossein, BanaGozar Ali, Kamal Mehdi, Stuijk Sander, Afzali Kousha Ali, Pedram Massoud, Corporaal Henk (2022)., 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 14-23 March, Brussels, Belgium.

5. Distributing DNN training over IoT edge devices based on transfer learning

Tanghatari Ehsan, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2022)., NEUROCOMPUTING, 457(1), 56-65.

1. Circuit-Level Techniques for Logic and Memory Blocks in Approximate Computing Systems

صبا امان الهی, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud, Amanollahi baharvand Saba (2021)., PROCEEDINGS OF THE IEEE, 108(12), 2150-2177.

2. LATIM: Loading-Aware Offline Training Method for Inverter-Based Memristive Neural Networks

Vahdat Shaghayegh, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2021)., IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 68(10), 3346-3350.

3. Reliability Enhancement of Inverter-Based Memristor Crossbar Neural Networks Using Mathematical Analysis of Circuit Non-Idealities

Vahdat Shaghayegh, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2021)., IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 68(10), 4310-4323.

4. CD-DFT: A Current-Difference Design-for-Testability to Detect Short Defects of STT-MRAM Under Process Variations

Taghipour Shiva, Kamal Mehdi, نیارکی راهبه, Afzali Kousha Ali, Pedram Massoud (2021)., IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY, 21(3).

5. Loading-Aware Reliability Improvement of Ultra-Low Power Memristive Neural Networks

Vahdat Shaghayegh, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2021)., IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 68(8), 3411-3421.

6. An Energy-Efficient Inference Method in Convolutional Neural Networks Based on Dynamic Adjustment of the Pruning Level

Maleki Mohammadali, Nabipour Meybodi Ali Reza, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2021)., ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 26(6).

7. OPTIMA: An Approach for Online Management of Cache Approximation Levels in Approximate Processing Systems

Yarmand Roohollah, Kamal Mehdi, Afzali Kousha Ali, Esmaeli Pouria, Pedram Massoud (2021)., IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 29(2).

1. Offline Training Improvement of Inverter-Based Memristive Neural Networks Using Inverter Voltage Characteristic Smoothing

Vahdat Shaghayegh, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2020)., IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 67(12), 3442-3446.

2. X-CGRA: An Energy-Efficient Approximate Coarse-Grained Reconfigurable Architecture

Akbari Omid, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud, Shafique Muhammad (2020)., IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 39(10), 2558-2571.

3. O4-DNN: A Hybrid DSP-LUT-Based Processing Unit With Operation Packing and Out-of-Order Execution for Efficient Realization of Convolutional Neural Networks on FPGA Devices

HAGHI POUYA, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2020)., IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 67(9), 3056-3069.

4. INTERSTICE: Inverter-Based Memristive Neural Networks Discretization for Function Approximation Applications

Vahdat Shaghayegh, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2020)., IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 28(7), 1578-1588.

5. Hardware Architectures for Deep Learning

Fayyazi Arash, Ensari Mohammad, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2020).

6. POLAR: A Pipelined/Overlapped FPGA-Based LSTM Accelerator

Bank Tavakoli Erfan, Ghasemzadeh Seyed Abolfazl, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2020)., IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 28(3), 838-842.

7. Res-DNN: A Residue Number System-Based DNN Accelerator Unit

Samimi Nasim, Kamal Mehdi, Afzali Kousha Ali, Pedram Massoud (2020)., IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 67(2), 658-671.