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Clemens JS Schaefer
Clemens JS Schaefer
Graduate Student, University of Notre Dame, Dept. of Comp. Science and Eng.
Bestätigte E-Mail-Adresse bei nd.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
A compute-in-memory chip based on resistive random-access memory
W Wan, R Kubendran, C Schaefer, SB Eryilmaz, W Zhang, D Wu, S Deiss, ...
Nature 608 (7923), 504-512, 2022
3912022
Supervised learning in all FeFET-based spiking neural network: Opportunities and challenges
S Dutta, C Schafer, J Gomez, K Ni, S Joshi, S Datta
Frontiers in neuroscience 14, 634, 2020
802020
Quantizing spiking neural networks with integers
CJS Schaefer, S Joshi
International Conference on Neuromorphic Systems 2020, 1-8, 2020
212020
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking
J Yik, SH Ahmed, Z Ahmed, B Anderson, AG Andreou, C Bartolozzi, ...
Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G …, 2023
152023
The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks
CJS Schaefer, P Taheri, M Horeni, S Joshi
IEEE Transactions on Circuits and Systems II: Express Briefs, 2023
82023
Edge Inference with Fully Differentiable Quantized Mixed Precision Neural Networks
CJS Schaefer, S Joshi, S Li, R Blazquez
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
72024
LSTMS for keyword spotting with reram-based compute-in-memory architectures
CJS Schaefer, M Horeni, P Taheri, S Joshi
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
72021
Analog vs. digital spatial transforms: A throughput, power, and area comparison
ZM Enciso, SH Mirfarshbafan, O Castañeda, CJS Schaefer, C Studer, ...
2020 IEEE 63rd International Midwest Symposium on Circuits and Systems …, 2020
52020
Estimating Post-Synaptic Effects for Online Training of Feed-Forward SNNs
T Summe, CJS Schaefer, S Joshi
arXiv preprint arXiv:2311.16151, 2023
12023
Augmenting Hessians with Inter-Layer Dependencies for Mixed-Precision Post-Training Quantization
CJS Schaefer, N Lambert-Shirzad, X Zhang, C Chou, T Jablin, J Li, E Guo, ...
arXiv preprint arXiv:2306.04879, 2023
12023
Mixed Precision Post Training Quantization of Neural Networks with Sensitivity Guided Search
CJS Schaefer, E Guo, C Stanton, X Zhang, T Jablin, N Lambert-Shirzad, ...
arXiv preprint arXiv:2302.01382, 2023
12023
Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators
CJS Schaefer, P Faley, EO Neftci, S Joshi
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 2020
12020
Hadamard Domain Training with Integers for Class Incremental Quantized Learning
M Schiemer, CJS Schaefer, MJ Horeni, YE Wang, J Ye, S Joshi
Conference on Lifelong Learning Agents, 2024
2024
Hardware-Aware Quantization for Biologically Inspired Machine Learning and Inference
C Schafer
University of Notre Dame, 2023
2023
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
J Yik, KV Berghe, D Blanken, Y Bouhadjar, M Fabre, P Hueber, D Kleyko, ...
arXiv preprint arXiv:2304.04640, 2023
2023
Memory Organization and Structures for On-Chip Learning in Spiking Neural Networks
CJS Schaefer, S Joshi
2020 IEEE 63rd International Midwest Symposium on Circuits and Systems …, 2020
2020
Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic
CJS Schaefer, P Faley, EO Neftci
2020
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