| 2018 IEEE Int. Electron Devices Meeting (IEDM) Z Wang, B Crafton, J Gomez, R Xu, A Luo, Z Krivokapic, L Martin, S Datta, ... IEEE 13, 1, 2018 | 343 | 2018 |
| Experimental demonstration of ferroelectric spiking neurons for unsupervised clustering Z Wang, B Crafton, J Gomez, R Xu, A Luo, Z Krivokapic, L Martin, S Datta, ... 2018 IEEE International Electron Devices Meeting (IEDM), 13.3. 1-13.3. 4, 2018 | 66 | 2018 |
| Direct Feedback Alignment With Sparse Connections for Local Learning B Crafton, A Parihar, E Gebhardt, A Raychowdhury Frontiers in Neuroscience 13 (525), 2019 | 60 | 2019 |
| A 40nm 64kb 26.56TOPS/W 2.37Mb/mm2RRAM Binary/Compute-in-Memory Macro with 4.23x Improvement in Density and >75% Use of Sensing Dynamic Range SD Spetalnick, M Chang, B Crafton, WS Khwa, YD Chih, MF Chang, ... 2022 IEEE International Solid-State Circuits Conference (ISSCC) 65, 1-3, 2022 | 40 | 2022 |
| A 40nm 60.64 TOPS/W ECC-capable compute-in-memory/digital 2.25 MB/768KB RRAM/SRAM system with embedded cortex M3 microprocessor for edge recommendation systems M Chang, SD Spetalnick, B Crafton, WS Khwa, YD Chih, MF Chang, ... 2022 IEEE International Solid-State Circuits Conference (ISSCC) 65, 1-3, 2022 | 31 | 2022 |
| A 73.53 TOPS/W 14.74 TOPS heterogeneous RRAM in-memory and SRAM near-memory SoC for hybrid frame and event-based target tracking M Chang, AS Lele, SD Spetalnick, B Crafton, S Konno, Z Wan, A Bhat, ... 2023 IEEE International Solid-State Circuits Conference (ISSCC), 426-428, 2023 | 15 | 2023 |
| A hardware-friendly approach towards sparse neural networks based on LFSR-generated pseudo-random sequences F Karimzadeh, N Cao, B Crafton, J Romberg, A Raychowdhury IEEE Transactions on Circuits and Systems I: Regular Papers 68 (2), 751-764, 2020 | 15 | 2020 |
| Merged logic and memory fabrics for accelerating machine learning workloads B Crafton, S Spetalnick, Y Fang, A Raychowdhury IEEE Design & Test 38 (1), 39-68, 2020 | 14 | 2020 |
| Local learning in RRAM neural networks with sparse direct feedback alignment B Crafton, M West, P Basnet, E Vogel, A Raychowdhury 2019 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2019 | 14 | 2019 |
| Hardware-aware pruning of dnns using lfsr-generated pseudo-random indices F Karimzadeh, N Cao, B Crafton, J Romberg, A Raychowdhury 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 12 | 2020 |
| Cim-secded: A 40nm 64kb compute in-memory rram macro with ecc enabling reliable operation B Crafton, S Spetalnick, JH Yoon, W Wu, C Tokunaga, V De, ... 2021 IEEE Asian Solid-State Circuits Conference (A-SSCC), 1-3, 2021 | 10 | 2021 |
| Improving compute in-memory ecc reliability with successive correction B Crafton, Z Wan, S Spetalnick, JH Yoon, W Wu, C Tokunaga, V De, ... Proceedings of the 59th ACM/IEEE Design Automation Conference, 745-750, 2022 | 9 | 2022 |
| Statistical optimization of compute in-memory performance under device variation B Crafton, S Spetalnick, JH Yoon, A Raychowdhury 2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021 | 7* | 2021 |
| Breaking barriers: Maximizing array utilization for compute in-memory fabrics B Crafton, S Spetalnick, G Murali, T Krishna, SK Lim, A Raychowdhury 2020 IFIP/IEEE 28th International Conference on Very Large Scale Integration …, 2020 | 6 | 2020 |
| Quantum Statistical Transport Phenomena in Memristive Computing Architectures CN Singh, BA Crafton, MP West, AS Weidenbach, KT Butler, ... Physical Review Applied 15 (5), 054030, 2021 | 5* | 2021 |
| A heterogeneous rram in-memory and sram near-memory soc for fused frame and event-based target identification and tracking AS Lele, M Chang, SD Spetalnick, B Crafton, S Konno, Z Wan, A Bhat, ... IEEE Journal of Solid-State Circuits, 2023 | 4 | 2023 |
| A 2.38 MCells/mm2 9.81 -350 TOPS/W RRAM Compute-in-Memory Macro in 40nm CMOS with Hybrid Offset/IOFF Cancellation and ICELL RBLSL Drop Mitigation SD Spetalnick, M Chang, S Konno, B Crafton, AS Lele, WS Khwa, ... 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and …, 2023 | 4 | 2023 |
| Hardware-algorithm co-design enabling efficient event-based object detection B Crafton, A Paredes, E Gebhardt, A Raychowdhury 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021 | 4 | 2021 |
| RRAMECC: Improving Reliability of RRAM-Based Compute In-Memory Z Wan, B Crafton, S Spetalnick, JH Yoon, A Raychowdhury 13th Annual Non-Volatile Memories Workshop (NVMW), 2022 | 3 | 2022 |
| A 40nm Compute-in-Memory Macro With RRAM Addressing IR Drop and Off-State Current SD Spetalnick, M Chang, S Konno, B Crafton, AS Lele, WS Khwa, ... IEEE Solid-State Circuits Letters, 2023 | 1 | 2023 |
