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Reza Hojabr
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SkippyNN: An embedded stochastic-computing accelerator for convolutional neural networks
R Hojabr, K Givaki, SMR Tayaranian, P Esfahanian, A Khonsari, ...
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
512019
Power-efficient accelerator design for neural networks using computation reuse
A Yasoubi, R Hojabr, M Modarressi
IEEE computer architecture letters 16 (1), 72-75, 2016
412016
μir-an intermediate representation for transforming and optimizing the microarchitecture of application accelerators
A Sharifian, R Hojabr, N Rahimi, S Liu, A Guha, T Nowatzki, A Shriraman
Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019
372019
Customizing clos network-on-chip for neural networks
R Hojabr, M Modarressi, M Daneshtalab, A Yasoubi, A Khonsari
IEEE Transactions on Computers 66 (11), 1865-1877, 2017
312017
SPAGHETTI: Streaming Accelerators for Highly Sparse GEMM on FPGAs
R Hojabr, A Sedaghati, A Sharifian, A Khonsari, A Shriraman
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
282021
On the resilience of deep learning for reduced-voltage FPGAs
K Givaki, B Salami, R Hojabr, SMR Tayaranian, A Khonsari, D Rahmati, ...
2020 28th Euromicro International Conference on Parallel, Distributed and …, 2020
192020
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 …, 2019
92019
CuPAN–high throughput on-chip interconnection for neural networks
A Yasoubi, R Hojabr, H Takshi, M Modarressi, M Daneshtalab
Neural Information Processing: 22nd International Conference, ICONIP 2015 …, 2015
92015
Real-time formal verification of autonomous systems with an fpga
M Bui, M Lu, R Hojabr, M Chen, A Shriraman
arXiv preprint arXiv:2012.04011, 2020
62020
X-cache: A modular architecture for domain-specific caches
A Sedaghati, M Hakimi, R Hojabr, A Shriraman
Proceedings of the 49th Annual International Symposium on Computer …, 2022
52022
Embedded stochastic-computing accelerator architecture and method for convolutional neural networks
DR Mohammadhassan Najafi, Seved Reza Hojabrossadati, Kamyar Givaki, SM Reza ...
US Patent App. 17/159,347, 2021
5*2021
Real-time Hamilton-Jacobi reachability analysis of autonomous system with an fpga
M Bui, M Lu, R Hojabr, M Chen, A Shriraman
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021
32021
High-performance deterministic stochastic computing using residue number system
K Givaki, R Hojabr, MH Gholamrezaei, A Khonsari, S Gorgin, D Rahmati, ...
IEEE Design & Test 38 (6), 60-68, 2021
32021
TaxoNN: a Light-Weight Accelerator for Deep Neural Network Training
R Hojabr, K Givaki, K Pourahmadi, P Nooralinejad, A Khonsari, ...
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 2020
32020
X-Layer: Building Composable Pipelined Dataflows for Low-Rank Convolutions
N Vedula, R Hojabr, A Khonsari, A Shriraman
2021 30th International Conference on Parallel Architectures and Compilation …, 2021
22021
Mu-Grind: A Framework for Dynamically Instrumenting HLS-Generated RTL
P Vahdatniya, A Sharifian, R Hojabr, A Shriraman
Proceedings of the International Conference on Parallel Architectures and …, 2022
12022
Method and architecture for accelerating deterministic stochastic computing using residue number system
DR Mohammadhassan Najafi, Kamyar Givaki, Seyed Reza Hojabrossadati, MH ...
US Patent App. 17/166,378, 2021
2021
High Performance Interconnection Networks for Neural Network Accelerators
R Hojabr
School of ECE, University of Tehran, 2021
2021
Feedforward neural networks on massively parallel architectures
R Hojabr, A Khonsari, M Modarressi, M Daneshtalab
Institution of Engineering and Technology, 2020
2020
2021 30th International Conference on Parallel Architectures and Compilation Techniques (PACT)| 978-1-6654-4278-7/21/$31.00© 2021 IEEE| DOI: 10.1109/PACT52795. 2021.00033
B Akin, C Angermueller, D Baek, W Baek, CR Banbury, Y Bao, A Basu, ...
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