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Mohsen Imani
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Floatpim: In-memory acceleration of deep neural network training with high precision
M Imani, S Gupta, Y Kim, T Rosing
Proceedings of the 46th International Symposium on Computer Architecture …, 2019
2572019
Exploring hyperdimensional associative memory
M Imani, A Rahimi, D Kong, T Rosing, JM Rabaey
2017 IEEE International Symposium on High Performance Computer Architecture …, 2017
2282017
Voicehd: Hyperdimensional computing for efficient speech recognition
M Imani, D Kong, A Rahimi, T Rosing
2017 IEEE international conference on rebooting computing (ICRC), 1-8, 2017
2112017
Felix: Fast and energy-efficient logic in memory
S Gupta, M Imani, T Rosing
2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-7, 2018
1632018
Resistive configurable associative memory for approximate computing
M Imani, A Rahimi, TS Rosing
2016 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2016
1342016
Looknn: Neural network with no multiplication
MS Razlighi, M Imani, F Koushanfar, T Rosing
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
1162017
A framework for collaborative learning in secure high-dimensional space
M Imani, Y Kim, S Riazi, J Messerly, P Liu, F Koushanfar, T Rosing
2019 IEEE 12th International Conference on Cloud Computing (CLOUD), 435-446, 2019
1072019
Ultra-efficient processing in-memory for data intensive applications
M Imani, S Gupta, T Rosing
Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017
1002017
Onlinehd: Robust, efficient, and single-pass online learning using hyperdimensional system
A Hernández-Cano, N Matsumoto, E Ping, M Imani
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 56-61, 2021
992021
F5-hd: Fast flexible fpga-based framework for refreshing hyperdimensional computing
S Salamat, M Imani, B Khaleghi, T Rosing
Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019
962019
Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks With Adversarial Traces
MS Rahman, M Imani, N Mathews, M Wright
IEEE Transactions on Information Forensics and Security 16, 1594-1609, 2020
942020
Hierarchical hyperdimensional computing for energy efficient classification
M Imani, C Huang, D Kong, T Rosing
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
912018
Mpim: Multi-purpose in-memory processing using configurable resistive memory
M Imani, Y Kim, T Rosing
2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), 757-763, 2017
902017
Geniehd: Efficient dna pattern matching accelerator using hyperdimensional computing
Y Kim, M Imani, N Moshiri, T Rosing
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 115-120, 2020
892020
Efficient human activity recognition using hyperdimensional computing
Y Kim, M Imani, TS Rosing
Proceedings of the 8th International Conference on the Internet of Things, 1-6, 2018
892018
CFPU: Configurable floating point multiplier for energy-efficient computing
M Imani, D Peroni, T Rosing
Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017
862017
Revisiting hyperdimensional learning for fpga and low-power architectures
M Imani, Z Zou, S Bosch, SA Rao, S Salamat, V Kumar, Y Kim, T Rosing
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
842021
Dual: Acceleration of clustering algorithms using digital-based processing in-memory
M Imani, S Pampana, S Gupta, M Zhou, Y Kim, T Rosing
2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020
832020
Quanthd: A quantization framework for hyperdimensional computing
M Imani, S Bosch, S Datta, S Ramakrishna, S Salamat, JM Rabaey, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
802019
Bric: Locality-based encoding for energy-efficient brain-inspired hyperdimensional computing
M Imani, J Morris, J Messerly, H Shu, Y Deng, T Rosing
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
802019
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