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Saransh Gupta
Saransh Gupta
IBM Research, Almaden
Verified email at ibm.com - Homepage
Title
Cited by
Cited by
Year
Logic design within memristive memories using memristor-aided loGIC (MAGIC)
N Talati, S Gupta, P Mane, S Kvatinsky
IEEE Transactions on Nanotechnology 15 (4), 635-650, 2016
2792016
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
1662019
FELIX: Fast and Energy-Efficient Logic in Memory
S Gupta, M Imani, T Rosing
Proceedings of the International Conference on Computer-Aided Design, 55, 2018
1172018
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
872017
Rnsnet: In-memory neural network acceleration using residue number system
S Salamat, M Imani, S Gupta, T Rosing
2018 IEEE International Conference on Rebooting Computing (ICRC), 1-12, 2018
562018
Rapidnn: In-memory deep neural network acceleration framework
M Imani, M Samragh, Y Kim, S Gupta, F Koushanfar, T Rosing
arXiv preprint arXiv:1806.05794, 2018
552018
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
542020
Searchd: A memory-centric hyperdimensional computing with stochastic training
M Imani, X Yin, J Messerly, S Gupta, M Niemier, XS Hu, T Rosing
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
502019
NNPIM: A Processing In-Memory Architecture for Neural Network Acceleration
S Gupta, M Imani, H Kaur, TS Rosing
IEEE Transactions on Computers, 1-1, 2019
432019
RMAC: Runtime configurable floating point multiplier for approximate computing
M Imani, R Garcia, S Gupta, T Rosing
Proceedings of the international symposium on low power electronics and …, 2018
362018
RAPID: A ReRAM processing in-memory architecture for DNA sequence alignment
S Gupta, M Imani, B Khaleghi, V Kumar, T Rosing
2019 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2019
342019
Gram: graph processing in a reram-based computational memory
M Zhou, M Imani, S Gupta, Y Kim, T Rosing
IEEE Asia and South Pacific Design Automation Conference, 2019
322019
Hdcluster: An accurate clustering using brain-inspired high-dimensional computing
M Imani, Y Kim, T Worley, S Gupta, T Rosing
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019
312019
Fach: Fpga-based acceleration of hyperdimensional computing by reducing computational complexity
M Imani, S Salamat, S Gupta, J Huang, T Rosing
Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019
312019
Deep learning acceleration with neuron-to-memory transformation
M Imani, MS Razlighi, Y Kim, S Gupta, F Koushanfar, T Rosing
2020 IEEE international symposium on high performance computer architecture …, 2020
282020
NVQuery: Efficient query processing in nonvolatile memory
M Imani, S Gupta, S Sharma, TS Rosing
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
282018
Efficient query processing in crossbar memory
M Imani, S Gupta, A Arredondo, T Rosing
2017 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2017
272017
Cryptopim: In-memory acceleration for lattice-based cryptographic hardware
H Nejatollahi, S Gupta, M Imani, TS Rosing, R Cammarota, N Dutt
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
202020
Gas: A heterogeneous memory architecture for graph processing
M Zhou, M Imani, S Gupta, T Rosing
Proceedings of the International Symposium on Low Power Electronics and …, 2018
162018
Thrifty: Training with hyperdimensional computing across flash hierarchy
S Gupta, J Morris, M Imani, R Ramkumar, J Yu, A Tiwari, B Aksanli, ...
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
152020
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