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Ahmadi, M., Vakili, S., & Langlois, J. M. P. (2021). CARLA: A Convolution Accelerator with a Reconfigurable and Low-Energy Architecture. IEEE Transactions on Circuits and Systems I: Regular Papers, 68(8), 3184-3196. External link
Ahmadi, M., Vakili, S., & Langlois, J. M. P. (2020, June). An energy-efficient accelerator architecture with serial accumulation dataflow for deep CNNs [Paper]. 18th IEEE International New Circuits and Systems Conference (NEWCAS 2020), Montréal, Québec. External link
Ahmadi, M., Vakili, S., & Langlois, J. M. P. (2020, June). Heterogeneous distributed SRAM configuration for energy-efficient deep CNN accelerators [Paper]. 18th IEEE International New Circuits and Systems Conference (NEWCAS 2020), Montréal, Québec. External link
Vakili, S., Langlois, J. M. P., Savaria, Y., & Manjikian, N. (2018). Enhanced Bloom filter utilisation scheme for string matching using a splitting approach. IET Communications, 12(7), 868-875. External link
Ahmadi, M., Vakili, S., Langlois, J. M. P., & Gross, W. J. (2018, June). Power Reduction in CNN Pooling Layers with a Preliminary Partial Computation Strategy [Paper]. 16th IEEE International New Circuits and Systems Conference (NEWCAS 2018), Montréal, Québec. External link
Sarbishei, I., Vakili, S., Langlois, J. M. P., & Savaria, Y. (2017, May). Scalable memory-less architecture for string matching with FPGAs [Paper]. IEEE International Symposium on Circuits and Systems (ISCAS 2017), Baltimore, MD. External link
Vakili, S., Langlois, J. M. P., Boughzala, B., & Savaria, Y. (2016, March). Memory-efficient string matching for intrusion detection systems using a high-precision pattern grouping algorithm [Paper]. 12th ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS 2016), Santa Clara, California. External link
Vakili, S. (2014). Accuracy-Guaranteed Fixed-Point Optimization in Hardware Synthesis and Processor Customization [Ph.D. thesis, École Polytechnique de Montréal]. Available
Vakili, S., Langlois, J. M. P., & Bois, G. (2013). Enhanced precision analysis for accuracy-aware bit-width optimization using affine arithmetic. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 32(12), 1853-1865. External link
Vakili, S., Langlois, J. M. P., & Bois, G. (2013, May). Finite-precision error modeling using affine arithmetic [Paper]. 38th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), Vancouver, BC, Canada. External link
Vakili, S., Gil, D. C., Langlois, J. M. P., Savaria, Y., & Bois, G. (2011, December). Customized embedded processor design for global photographic tone mapping [Paper]. 18th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2011), Beirut, Lebanon. External link
