Clemens JS Schaefer

Orcid: 0000-0003-0360-2456

Affiliations:
  • University of Notre Dame, IN, USA


According to our database1, Clemens JS Schaefer authored at least 14 papers between 2020 and 2023.

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Bibliography

2023
The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks.
IEEE Trans. Circuits Syst. II Express Briefs, May, 2023

Estimating Post-Synaptic Effects for Online Training of Feed-Forward SNNs.
CoRR, 2023

Hadamard Domain Training with Integers for Class Incremental Quantized Learning.
CoRR, 2023

Augmenting Hessians with Inter-Layer Dependencies for Mixed-Precision Post-Training Quantization.
CoRR, 2023

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking.
CoRR, 2023

Mixed Precision Post Training Quantization of Neural Networks with Sensitivity Guided Search.
CoRR, 2023

2022
A compute-in-memory chip based on resistive random-access memory.
Nat., 2022

Edge Inference with Fully Differentiable Quantized Mixed Precision Neural Networks.
CoRR, 2022

2021
Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory.
CoRR, 2021

LSTMs for Keyword Spotting with ReRAM-Based Compute-In-Memory Architectures.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020
Memory Organization and Structures for On-Chip Learning in Spiking Neural Networks.
Proceedings of the 63rd IEEE International Midwest Symposium on Circuits and Systems, 2020

Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison.
Proceedings of the 63rd IEEE International Midwest Symposium on Circuits and Systems, 2020

Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Quantizing Spiking Neural Networks with Integers.
Proceedings of the International Conference on Neuromorphic Systems, 2020


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