-
- https://arxiv.org/abs/2103.09414
- 2021
本研究では、プログラムと不変量を合成するための新しいフレームワーク「Neural Network-guided Synthesis」を提案する。
まず、ニューラルネットワークを適切に設計・学習することで、学習したニューラルネットワークの重みやバイアスから整数に対する論理式を抽出できることを示す。
このア…
e4exp updated
3 years ago
-
Hi,
I've encountered a few issues while using alpha-beta-CROWN for verifying the output of a simple neural network. I would greatly appreciate your assistance in resolving these concerns.
I hav…
-
When running simulation on the top_sim.v of Tut-5 on verification of neural network, I encountered the following error:
```
$readmemb(fileName, config_mem);
```
Error: first argum…
qcsui updated
5 months ago
-
### Initial Concept
1. **Symbolic Assignments**:
- We started by assigning symbolic meanings to prime numbers, connecting them to concepts like cognition, cosmos, life, human expression, informat…
-
The DeepFace network architecture of Facebook [1] used locally connected layer to accelerate the training process while achieving very high classification accuracy. Whether such a network is able to c…
-
Implement the splitting formulation as in paper [A Unified View of SDP-based Neural Network Verification through Completely Positive Programming](https://arxiv.org/pdf/2203.03034.pdf).
- [ ] Add s…
-
With the output of the neural network (face embeddings), we can compute similarity score or euclidean distance between embeddings. Then, we can define a threshold and perform verification tasks.
Bu…
-
Paste the links of Best three Papers
ErSKS updated
6 years ago
-
Designing a dynamic neural network implant for large language models involves implementing a system that can adapt and learn dynamically. Here's a high-level approach:
### Dynamic Neural Network Im…
-
My suggestion is about project Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective. The current cuda version seems not that easy for a fast verification due to unexpected comp…