| 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 | 138 | 2019 |
| 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 | 130 | 2018 |
| 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 | 124 | 2019 |
| PRIMA: general and precise neural network certification via scalable convex hull approximations MN Müller, G Makarchuk, G Singh, M Püschel, M Vechev Proceedings of the ACM on Programming Languages 6 (POPL), 1-33, 2022 | 116 | 2022 |
| 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 | 98 | 2020 |
| 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 | 85 | 2021 |
| 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 | 49 | 2022 |
| 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 | 48 | 2022 |
| 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 | 43 | 2023 |
| 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 | 36 | 2022 |
| 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 | 32 | 2023 |
| 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 | 30 | 2023 |
| 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 | 30 | 2022 |
| 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 | 20 | 2023 |
| 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 | 17 | 2022 |
| 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 | 16 | 2020 |
| 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 | 15 | 2022 |
| 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 | 14 | 2019 |
| 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 | 13 | 2019 |
| 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 | 13 | 2019 |
Onur MutluETH Zürich and Carnegie Mellon UniversityVerified email at inf.ethz.ch
