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researcher

Jonas Crols

2 papers hereh-index 14 citations2 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AR1
  • cs.PF1

identity via Semantic Scholar / OpenAlex

most citedTreeGRNG: Binary Tree Gaussian Random Number Generator for Efficient Probabilistic AI Hardware

3 citations · 3 across the 1 of their papers we have counts for

collaborators

2 papers

cs.AR2026★ 3 cited

TreeGRNG: Binary Tree Gaussian Random Number Generator for Efficient Probabilistic AI Hardware

Jonas Crols, Guilherme Paim, Shirui Zhao +1

Bayesian Neural Networks (BNNs) offer opportunities for greatly enhancing the trustworthiness of conventional neural networks by monitoring the uncertainties in decision-making. A…

cs.PF2025

The Configuration Wall: Characterization and Elimination of Accelerator Configuration Overhead

Josse Van Delm, Anton Lydike, Joren Dumoulin +6

Contemporary compute platforms increasingly offload compute kernels from CPU to integrated hardware accelerators to reach maximum performance per Watt. Unfortunately, the time the…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.