Our research topics
High-Performance Computing and Parallel Programming
Hardware Architecture and Accelerators
Theoretical Artificial Intelligence and Pathfinding
Machine learning applications and HPC
Hardware and Operating System Security
Scientific Computing
Published papers by our staffs
A Study on Non-overlapping Multi-agent Pathfinding, Dara Rahmati, Saeid Gorgin,Advances in Information and Communication: Proceedings of the 2022 Future of Information and Communication Conference (FICC), Volume 2
FPGA-orthopoly: a hardware implementation of orthogonal polynomials,M Asghari, AH Hadian Rasanan, S Gorgin, D Rahmati, K Parand, Engineering with Computers
A multi-application approach for synthesizing custom network-on-chips, Somayeh Kashi, Ahmad Patooghy, Dara Rahmati, Mahdi Fazeli, The Journal of Supercomputing
Hardware Efficient FIR Filter Architectures Using Accurate Unary Stochastic Computing, Kamyar Givaki, Ahmad Khonsari, MH Gholamrezaei, Dara Rahmati, Saeid Gorgin, IEEE 40th International Conference on Computer Design (ICCD)
HyperDbg: Reinventing Hardware-Assisted Debugging, Mohammad Sina Karvandi, MohammadHosein Gholamrezaei, Saleh Khalaj Monfared, Soroush Meghdadizanjani, Behrooz Abbassi, Ali Amini, Reza Mortazavi, Saeid Gorgin, Dara Rahmati, Michael Schwarz, Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security
Financial Market Prediction Using Deep Neural Networks with Hardware Acceleration, Mohammad Hadi Foroughi, Ali Bagherzadeh, Dara Rahmati, Mehdi Foroughi, Saeid Gorgin, 12th International Conference on Computer and Knowledge Engineering (ICCKE)
PP233 MeDerm: Deep learning framework for automated screening of melanoma from dermoscopic images, M Yousefzadeh, P Esfahanian, D Rahmati, S Gorgin, ESMO Open
High-Performance Deterministic Stochastic Computing Using Residue Number System, Kamyar Givaki, Reza Hojabr, MohammadHosein Gholamrezaei, Ahmad Khonsari, Saeid Gorgin, Dara Rahmati, M Hassan Najafi, IEEE Design & Test
ai-corona: Radiologist-assistant deep learning framework for COVID-19 diagnosis in chest CT scans, Mehdi Yousefzadeh, Parsa Esfahanian, Seyed Mohammad Sadegh Movahed, Saeid Gorgin, Dara Rahmati, Atefeh Abedini, Seyed Alireza Nadji, Sara Haseli, Mehrdad Bakhshayesh Karam, Arda Kiani, Meisam Hoseinyazdi, Jafar Roshandel, Reza Lashgari, PloS one
Correction: ai-corona: Radiologist-assistant deep learning framework for COVID-19 diagnosis in chest CT scans, Mehdi Yousefzadeh, Parsa Esfahanian, Seyed Mohammad Sadegh Movahed, Saeid Gorgin, Dara Rahmati, Atefeh Abedini, Seyed Alireza Nadji, Sara Haseli, Mehrdad Bakhshayesh Karam, Arda Kiani, Meisam Hoseinyazdi, Jafar Roshandel, Reza Lashgari, Plos one.
Unlucky explorer: a complete non-overlapping map exploration,Mohammad Sina Kiarostami, Saleh Khalaj Monfared, Mohammadreza Daneshvaramoli, Negar Yousefian, Mahsa Massoud, Aku Visuri, Simo Hosio, Dara Rahmati, Saeid Gorgin, Proceedings of the 3rd World Symposium on Software Engineering
An energy efficient synthesis flow for application specific SoC design Somayeh Kashi, Ahmad Patooghy, Dara Rahmati, Mahdi Fazeli, Integration
A single layer fractional orthogonal neural network for solving various types of Lane–Emden equation, Amir Hosein Hadian-Rasanan, Dara Rahmati, Saeide Gorgin, Kourosh Parand, New Astronomy
On the resilience of deep learning for reduced-voltage FPGAs, Kamyar Givaki, Behzad Salami, Reza Hojabr, SM Reza Tayaranian, Ahmad Khonsari, Dara Rahmati, Saeid Gorgin, Adrian Cristal, Osman S Unsal, 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)
Decentralized communication-less multi-agent task assignment with cooperative Monte-Carlo tree search, Mohammadreza Daneshvaramoli, Mohammad Sina Kiarostami, Saleh Khalaj Monfared, Helia Karisani, Keivan Dehghannayeri, Dara Rahmati, Saeid Gorgin, 6th International Conference on Control, Automation and Robotics (ICCAR)
ANDRESTA: An Automated NoC-Based Design Flow for Real-Time Streaming Applications, Mahdi Abbaszadeh, Mohammadmahdi Mazraeli, Dara Rahmati, Seyed-Hosein Attarzadeh-Niaki, CSI/CPSSI International Symposium on Real-Time and Embedded Systems and Technologies (RTEST)
BSRNG: a high throughput parallel bitsliced approach for random number generators Saleh Khalaj Monfared, Omid Hajihassani, Mohammad Sina Kiarostami, Soroush Meghdadi Zanjani, Dara Rahmati, Saeid Gorgin, 49th International Conference on Parallel Processing-ICPP: Workshops
TaxoNN: A Light-Weight Accelerator for Deep Neural Network Training Reza Hojabr, Kamyar Givaki, Kossar Pourahmadi, Parsa Nooralinejad, Ahmad Khonsari, Dara Rahmati, M Hassan Najafi, IEEE International Symposium on Circuits and Systems (ISCAS)
A Modified Grey Wolf Optimization for Energy Efficiency and Resource Wastage Balancing in Cloud Data-Centers Atiyeh Ansari, Mohsen Asghari, Saeid Gorgin, Dara Rahmati, 10th International Conference on Computer and Knowledge Engineering (ICCKE)
Traffic-aware performance optimization in Real-time wireless network on chip Mohammad Baharloo, Ahmad Khonsari, Mahdi Dolati, Pouya Shiri, Masoumeh Ebrahimi, Dara Rahmati, Nano Communication Networks
Fast AES Implementation: A High-throughput Bitsliced Approach O Hajihassani, SK Monfared, SH Khasteh, S Gorgin IEEE Transactions on Parallel and Distributed Systems
Generating High Quality Random Numbers: A High Throughput Parallel Bitsliced Approach SK Monfared, O Hajihassani, SM Zanjani, M Kiarostami, D Rahmati
Low-power and Reliable Solid-state Drive with Inverted Limited Weight Coding A Ahmadzadeh, O Hajihassani, P Taheri, SH Khasteh
Multi-Agent non-Overlapping Pathfinding with Monte-Carlo Tree Search MS Kiarostami, MR Daneshvaramoli, SK Monfared, D Rahmati, S Gorgin 2019 IEEE Conference on Games (CoG), 1-4
Decentralized Cooperative Communication-less Multi-Agent Task Assignment with Monte-Carlo Tree Search M Daneshvaramoli, MS Kiarostami, SK Monfared, H Karisani
A single layer fractional orthogonal neural network for solving various types of Lane–Emden equation AH Hadian-Rasanan, D Rahmati, S Gorgin, K Parand New Astronomy 75, 101307
Using Residue Number Systems to Accelerate Deterministic Bit-stream Multiplication K Givaki, R Hojabr, MH Najafi, A Khonsari, MH Gholamrezayi, S Gorgin 2019 IEEE 30th International Conference on Application-specific Systems
SkippyNN: An Embedded Stochastic-Computing Accelerator for Convolutional Neural Networks R Hojabr, K Givaki, SM Tayaranian, P Esfahanian, A Khonsari, D Rahmati Proceedings of the 56th Annual Design Automation Conference
A single layer fractional orthogonal neural network for solving various types of Lane–Emden equation AH Hadian-Rasanan, D Rahmati, S Gorgin, K Parand New Astronomy 75, 101307
- A high-performance and energy-efficient exhaustive key search approach via GPU on DES-like cryptosystems A Ahmadzadeh, O Hajihassani, S Gorg The Journal of Supercomputing 74 (1), 160-182
A low-power hybrid non-volatile cache with asymmetric coding O Hajihassani, A Ahmadzadeh, M Gavahi, M Raei, D Rahmati, S Gorgin
An Efficient Multi-core and Many-core Implementation of K-Means Clustering SG Saeid Rahmani, Armin Ahmadzadeh, Omid Hajihassani, Pooya Mirhosseini, ACM-IEEE International Conference on Formal Methods and Models for System
Published papers using our services
A green complex film based on the extract of Persian Echium amoenumand zinc nitrate for mild steel protection in saline solution; Electrochemical and surface explorations besides dynamic simulation Mehdi Tabatabaei majd, Ghasem Bahlakeh , Ali Dehghani b, Bahram Ramezanzadeh, Mohammad Ramezanzadeh, Journal of Molecular Liquids
Adsorption mechanism and synergistic corrosion-inhibiting effect between the green Nettle leaves extract and Zn2+ cations on carbon steel Mohammad Ramezanzadeha, Ghasem Bahlakehb, Bahram Ramezanzadeha,Zahra Sanaeia, Journal of Industrial and Engineering Chemistry
Two-leg ladder systems with dipole-dipole Fermion interactions Hamid Mosadeq and Reza Asgari 2018 J. Phys.: Condens. Matter
The use of space-splitting radial basis function generated finite differences (RBF-FD) technique to simulate the controlled synchronization of nonlinear complex spatio-temporal neural networks arising from brain activity modeling in epileptic seizures, Mohammad Hemami,… EABE
From Micelles to Vesicle and Membrane Structures of DoubleStrand Ionic Liquids in Water: Molecular Dynamics Simulation Tahereh Ghaed-Sharaf, Ding-Shyue Yang,Steven Baldelli,and Mohammad Hadi Ghatee, Article in Langmuir journal
Persian Liquorice extract as a highly efficient sustainable corrosion
inhibitor for mild steel in sodium chloride solution
E. Alibakhshi , M. Ramezanzadeh , S.A. Haddadi, G. Bahlakeh, B. Ramezanzadeh, M. Mahdavian , Journal of Cleaner Production
Use of Rosa canina fruit extract as a green corrosion inhibitor for mild steel in 1 M HCl solution: A complementary experimental, molecular dynamics and quantum mechanics investigation
Zahra Sanaeia, Mohammad Ramezanzadeha, Ghasem Bahlakehb,
Bahram Ramezanzadeha, Journal of Industrial and Engineering Chemistry
Sum frequency generation spectroscopy of tetraalkylphosphonium ionic liquids at the air–liquid interface
Chariz Peñalber-Johnstone, Gabriela Adamová, Natalia V. Plechkova, Maryam Bahrami, Tahereh GhaedSharaf, Mohammad Hadi Ghatee, Kenneth R. Seddon, and Steven Baldelli, The Journal of Chemical Physics
Properties investigation of protic morpholinium-based ionic liquids by molecular dynamics simulation and quantum chemical calculations
Maliheh Pezeshki, Mohammad Hadi Ghatee , Journal of Molecular Liquids
Design, synthesis, and in silico studies of novel eugenyloxy propanol azole derivatives having potent antinociceptive activity and evaluation of their β-adrenoceptor blocking property Springer, Molecular diversity (2018)
Emergence of innovative properties by replacement of nitrogen atom with phosphorus atom in quaternary ammonium ionic liquids: Insights from ab initio calculations and MD simulations Elsevier, Chemical Physics 490
Enantiospecific adsorption of propranolol enantiomers on naturally chiral copper surface: A molecular dynamics simulation investigation Elsevier, Chemical Physics 487
Effective interactions between inclusions in an active bath The Journal of Chemical Physics 147.19 (2017)
Revisiting conserved charges in higher curvature gravitational theoriesSpringer, The European Physical Journal C 76.12 (2016)