Zachary Susskind

24 papers A* 1A 1B 6Journal 11Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Weightless Neural Networks on Flexible Substrates: A Novel Approach to Wearable Machine Learning. IEEE Trans. Very Large Scale Integr. Syst. Igor D. S. Miranda, Velu Pillai, Tejas Musale, Mugdha P. Jadhao, Paulo C. R. Souza Neto, Zachary Susskind, Alan T. L. Bacellar, Mael Lhostis, Priscila M. V. Lima, Diego L. C. Dutra, Eugene B. John, Maurício Breternitz, Felipe M. G. França, Emre Ozer, Lizy K. John
2025	J	`jnl`	Embench IOT 2.0 and DSP 1.0: Modern Embedded Computing Benchmarks. Computer David A. Patterson, Jeremy Bennett, Mary Bennett, Hélène Chelin, David M. Harris, Jennifer Hellar, William Jones, Konrad Moron, Paolo Savini, Roger Shepherd, Ray Simar, Zachary Susskind, Stefan Wallentowitz
2025	J	`jnl`	LL-ViT: Edge Deployable Vision Transformers with Look Up Table Neurons. CoRR Shashank Nag, Alan T. L. Bacellar, Zachary Susskind, Anshul Jha, Logan Liberty, Aishwarya Sivakumar, Eugene B. John, Krishnan Kailas, Priscila M. V. Lima, Neeraja J. Yadwadkar, Felipe M. G. França, Lizy K. John
2024	A*	`conf`	Differentiable Weightless Neural Networks. ICML Alan Tendler Leibel Bacellar, Zachary Susskind, Maurício Breternitz Jr., Eugene John, Lizy Kurian John, Priscila Machado Vieira Lima, Felipe M. G. França
2024	J	`jnl`	Differentiable Weightless Neural Networks. CoRR Alan T. L. Bacellar, Zachary Susskind, Maurício Breternitz Jr., Eugene John, Lizy K. John, Priscila M. V. Lima, Felipe M. G. França
2024	—	`conf`	LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA. MWSCAS Shashank Nag, Zachary Susskind, Aman Arora, Alan T. L. Bacellar, Diego L. C. Dutra, Igor D. S. Miranda, Krishnan Kailas, Eugene B. John, Maurício Breternitz, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John
2024	J	`jnl`	Shrinking the Giant : Quasi-Weightless Transformers for Low Energy Inference. CoRR Shashank Nag, Alan T. L. Bacellar, Zachary Susskind, Anshul Jha, Logan Liberty, Aishwarya Sivakumar, Eugene B. John, Krishnan Kailas, Priscila M. V. Lima, Neeraja J. Yadwadkar, Felipe M. G. França, Lizy K. John
2024	B	`conf`	Soon Filter: Advancing Tiny Neural Architectures for High Throughput Edge Inference. IJCNN Alan T. L. Bacellar, Zachary Susskind, Maurício Breternitz, Lizy K. John, Felipe M. G. França, Priscila M. V. Lima
2023	J	`jnl`	A conditional branch predictor based on weightless neural networks. Neurocomputing Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Araújo, Priscila M. V. Lima, Maurício Breternitz, Lizy K. John, Felipe M. G. França, Diego Leonel Cadette Dutra
2023	J	`jnl`	Adding Explicit Load-Acquire and Store-Release Instructions to the RISC-V ISA. CoRR Bryce Adern, Zachary Susskind, Brendan Sweeney
2023	A	`conf`	An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection. FPGA Zachary Susskind, Aman Arora, Alan T. L. Bacellar, Diego Leonel Cadette Dutra, Igor D. S. Miranda, Maurício Breternitz, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John
2023	—	`conf`	COIN: Combinational Intelligent Networks. ASAP Igor D. S. Miranda, Aman Arora, Zachary Susskind, Josias S. A. Souza, Mugdha P. Jadhao, Luis A. Q. Villon, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
2023	—	`conf`	Dendrite-inspired Computing to Improve Resilience of Neural Networks to Faults in Emerging Memory Technologies. ICRC Lizy K. John, Felipe M. G. França, Subhasish Mitra, Zachary Susskind, Priscila M. V. Lima, Igor D. S. Miranda, Eugene B. John, Diego L. C. Dutra, Maurício Breternitz
2023	J	`jnl`	ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks. CoRR Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz Jr., Lizy K. John
2023	J	`jnl`	ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks. ACM Trans. Archit. Code Optim. Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, Luis A. Q. Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
2022	B	`conf`	A WiSARD-based conditional branch predictor. ESANN Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Araújo, Priscila M. V. Lima, Maurício Breternitz Jr., Lizy K. John, Felipe M. G. França, Diego Leonel Cadette Dutra
2022	—	`conf`	Characterization of Emerging AI Workloads: Neural Logic Machines and Graph Convolutional Networks. CSCI Cory Davis, Patrick M. Stockton, Eugene B. John, Zachary Susskind, Lizy K. John
2022	B	`conf`	Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks. ESANN Alan T. L. Bacellar, Zachary Susskind, Luis A. Q. Villon, Igor D. S. Miranda, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Maurício Breternitz Jr., Lizy K. John, Priscila M. V. Lima, Felipe M. G. França
2022	—	`conf`	LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks. ASAP Igor D. S. Miranda, Aman Arora, Zachary Susskind, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Diego Leonel Cadette Dutra, Leandro Santiago de Araújo, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John, Maurício Breternitz
2022	B	`conf`	Pruning Weightless Neural Networks. ESANN Zachary Susskind, Alan T. L. Bacellar, Aman Arora, Luis A. Q. Villon, Renan Mendanha, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Igor D. S. Miranda, Maurício Breternitz Jr., Lizy K. John
2022	B	`conf`	Weightless Neural Networks for Efficient Edge Inference. PACT Zachary Susskind, Aman Arora, Igor D. S. Miranda, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
2022	J	`jnl`	Weightless Neural Networks for Efficient Edge Inference. CoRR Zachary Susskind, Aman Arora, Igor Dantas dos Santos Miranda, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila Machado Vieira Lima, Felipe Maia Galvão França, Maurício Breternitz Jr., Lizy K. John
2021	J	`jnl`	Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization. CoRR Zachary Susskind, Bryce Arden, Lizy K. John, Patrick M. Stockton, Eugene B. John
2020	B	`conf`	SimTrace: Capturing over Time Program Phase Behavior. ISPASS Steven Flolid, Emily Shriver, Zachary Susskind, Benjamin Thorell, Lizy K. John