Follow
Gagandeep Singh
Gagandeep Singh
AMD Research
Verified email at amd.com
Title
Cited by
Cited by
Year
An abstract domain for certifying neural networks
G Singh, T Gehr, M Püschel, M Vechev
Proceedings of the ACM on Programming Languages 3 (POPL), 1-30, 2019
7622019
Near-memory computing: Past, present, and future
G Singh, L Chelini, S Corda, AJ Awan, S Stuijk, R Jordans, H Corporaal, ...
Microprocessors and Microsystems 71, 102868, 2019
1172019
Napel: Near-memory computing application performance prediction via ensemble learning
G Singh, J Gómez-Luna, G Mariani, GF Oliveira, S Corda, S Stuijk, ...
Proceedings of the 56th annual design automation conference 2019, 1-6, 2019
1132019
A review of near-memory computing architectures: Opportunities and challenges
G Singh, L Chelini, S Corda, AJ Awan, S Stuijk, R Jordans, H Corporaal, ...
2018 21st Euromicro Conference on Digital System Design (DSD), 608-617, 2018
1102018
NERO: A near high-bandwidth memory stencil accelerator for weather prediction modeling
G Singh, D Diamantopoulos, C Hagleitner, J Gomez-Luna, S Stuijk, ...
2020 30th International Conference on Field-Programmable Logic and …, 2020
862020
FPGA-based near-memory acceleration of modern data-intensive applications
G Singh, M Alser, DS Cali, D Diamantopoulos, J Gómez-Luna, ...
IEEE Micro 41 (4), 39-48, 2021
782021
From molecules to genomic variations: Accelerating genome analysis via intelligent algorithms and architectures
M Alser, J Lindegger, C Firtina, N Almadhoun, H Mao, G Singh, ...
Computational and Structural Biotechnology Journal 20, 4579-4599, 2022
382022
SeGraM: A universal hardware accelerator for genomic sequence-to-graph and sequence-to-sequence mapping
DS Cali, K Kanellopoulos, J Lindegger, Z Bingöl, GS Kalsi, Z Zuo, ...
Proceedings of the 49th Annual International Symposium on Computer …, 2022
352022
Casper: Accelerating stencil computations using near-cache processing
A Denzler, GF Oliveira, N Hajinazar, R Bera, G Singh, J Gómez-Luna, ...
IEEE Access 11, 22136-22154, 2023
322023
Accelerating weather prediction using near-memory reconfigurable fabric
G Singh, D Diamantopoulos, J Gómez-Luna, C Hagleitner, S Stuijk, ...
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 15 (4), 1-27, 2022
282022
Sibyl: Adaptive and extensible data placement in hybrid storage systems using online reinforcement learning
G Singh, R Nadig, J Park, R Bera, N Hajinazar, D Novo, J Gómez-Luna, ...
Proceedings of the 49th Annual International Symposium on Computer …, 2022
272022
BLEND: a fast, memory-efficient and accurate mechanism to find fuzzy seed matches in genome analysis
C Firtina, J Park, M Alser, JS Kim, DS Cali, T Shahroodi, NM Ghiasi, ...
NAR Genomics and Bioinformatics 5 (1), lqad004, 2023
212023
Evaluating machine learningworkloads on memory-centric computing systems
J Gómez-Luna, Y Guo, S Brocard, J Legriel, R Cimadomo, GF Oliveira, ...
2023 IEEE International Symposium on Performance Analysis of Systems and …, 2023
182023
TDO-CIM: transparent detection and offloading for computation in-memory
K Vadivel, L Chelini, A BanaGozar, G Singh, S Corda, R Jordans, ...
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020
142020
RawHash: enabling fast and accurate real-time analysis of raw nanopore signals for large genomes
C Firtina, N Mansouri Ghiasi, J Lindegger, G Singh, MB Cavlak, H Mao, ...
Bioinformatics 39 (Supplement_1), i297-i307, 2023
132023
NARMADA: Near-memory horizontal diffusion accelerator for scalable stencil computations
G Singh, D Diamantopoulos, C Hagleitner, S Stuijk, H Corporaal
2019 29th International Conference on Field Programmable Logic and …, 2019
132019
An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System
J Gómez-Luna, Y Guo, S Brocard, J Legriel, R Cimadomo, GF Oliveira, ...
arXiv preprint arXiv:2207.07886, 2022
122022
Coherently attached programmable near-memory acceleration platform and its application to stencil processing
J Van Lunteren, R Luijten, D Diamantopoulos, F Auernhammer, ...
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 668-673, 2019
122019
Machine learning training on a real processing-in-memory system
J Gómez-Luna, Y Guo, S Brocard, J Legriel, R Cimadomo, GF Oliveira, ...
2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 292-295, 2022
112022
Platform independent software analysis for near memory computing
S Corda, G Singh, AJ Awan, R Jordans, H Corporaal
2019 22nd Euromicro Conference on Digital System Design (DSD), 606-609, 2019
112019
The system can't perform the operation now. Try again later.
Articles 1–20