Imagen de Portada

Internal noise in deep neural networks: interplay of depth, neuron number, and noise injection step

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Maksimov, D. A., Moskvitin, V. M., Semenova, N.
Formato:	Preprint
Publicado:	2026
Materias:	Neural and Evolutionary Computing 82C32, 68Txx, 60H40
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Internal noise in hardware deep and recurrent neural networks helps with learning
por: Kolesnikov, Ivan, et al.
Publicado: (2025)

Impact of white Gaussian internal noise on analog echo-state neural networks
por: Semenova, Nadezhda
Publicado: (2024)

General aspects of internal noise in spiking neural networks
por: Kolesnikov, I. D., et al.
Publicado: (2026)

Impact of internal noise on convolutional neural networks
por: Kolesnikov, Ivan, et al.
Publicado: (2025)

Emergence of heavy tails in homogenized stochastic gradient descent
por: Jiao, Zhe, et al.
Publicado: (2024)

Any four real numbers are on all fours with analogy
por: Lepage, Yves, et al.
Publicado: (2024)

Dance of the ADS: Orchestrating Failures through Historically-Informed Scenario Fuzzing
por: Wang, Tong, et al.
Publicado: (2024)

From Benchmarks to Business Impact: Deploying IBM Generalist Agent in Enterprise Production
por: Shlomov, Segev, et al.
Publicado: (2025)

GraphCNNpred: A stock market indices prediction using a Graph based deep learning system
por: Jin, Yuhui
Publicado: (2024)

Reconstructing shared dynamics with a deep neural network
por: Benkő, Zsigmond, et al.
Publicado: (2021)

SemanticVocoder: Bridging Audio Generation and Audio Understanding via Semantic Latents
por: Xie, Zeyu, et al.
Publicado: (2026)

When Audio Generators Become Good Listeners: Generative Features for Understanding Tasks
por: Xie, Zeyu, et al.
Publicado: (2025)

Superior Scoring Rules for Probabilistic Evaluation of Single-Label Multi-Class Classification Tasks
por: Ahmadian, Rouhollah, et al.
Publicado: (2024)

On Leaky-Integrate-and Fire as Spike-Train-Quantization Operator on Dirac-Superimposed Continuous-Time Signals
por: Moser, Bernhard A., et al.
Publicado: (2024)

Self-Composing Neural Operators with Depth and Accuracy Scaling via Adaptive Train-and-Unroll Approach
por: He, Juncai, et al.
Publicado: (2025)

On the Robustness of Decision-Focused Learning
por: Farhat, Yehya
Publicado: (2023)

Big Data Intelligence Using Distributed Deep Neural Networks
por: Ongati, Felix, et al.
Publicado: (2019)

Verifiable Dropout: Turning Randomness into a Verifiable Claim
por: Lee, Kichang, et al.
Publicado: (2025)

Simple Prompt Injection Attacks Can Leak Personal Data Observed by LLM Agents During Task Execution
por: Alizadeh, Meysam, et al.
Publicado: (2025)

Detection of Chagas Disease from the ECG: The George B. Moody PhysioNet Challenge 2025
por: Reyna, Matthew A., et al.
Publicado: (2025)

Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting
por: He, Hui, et al.
Publicado: (2022)

ViMo: Generating Motions from Casual Videos
por: Qiu, Liangdong, et al.
Publicado: (2024)

On a combinatorial classification of fine compactified universal Jacobians
por: Fava, Marco
Publicado: (2024)

Stability conditions for line bundles on nodal curves
por: Pagani, Nicola, et al.
Publicado: (2023)

Quantization in Spiking Neural Networks
por: Moser, Bernhard A., et al.
Publicado: (2023)

Koopman operator learning using invertible neural networks
por: Meng, Yuhuang, et al.
Publicado: (2023)

STAR: Speech-to-Audio Generation via Representation Learning
por: Xie, Zeyu, et al.
Publicado: (2025)

Moving Object Proposals with Deep Learned Optical Flow for Video Object Segmentation
por: Shi, Ge, et al.
Publicado: (2024)

Exploring ChatGPT and its Impact on Society
por: Haque, Md. Asraful, et al.
Publicado: (2024)

RMFlow: Refined Mean Flow by a Noise-Injection Step for Multimodal Generation
por: Huang, Yuhao, et al.
Publicado: (2026)

FakeSound2: A Benchmark for Explainable and Generalizable Deepfake Sound Detection
por: Xie, Zeyu, et al.
Publicado: (2025)

PicoAudio: Enabling Precise Timestamp and Frequency Controllability of Audio Events in Text-to-audio Generation
por: Xie, Zeyu, et al.
Publicado: (2024)

AudioTime: A Temporally-aligned Audio-text Benchmark Dataset
por: Xie, Zeyu, et al.
Publicado: (2024)

Contemporary Agent Technology: LLM-Driven Advancements vs Classic Multi-Agent Systems
por: Bădică, Costin, et al.
Publicado: (2025)

Adaptive Dataset Quantization: A New Direction for Dataset Pruning
por: Yu, Chenyue, et al.
Publicado: (2025)

CAST-TTS: A Simple Cross-Attention Framework for Unified Timbre Control in TTS
por: Zheng, Zihao, et al.
Publicado: (2026)

PicoAudio2: Temporal Controllable Text-to-Audio Generation with Natural Language Description
por: Zheng, Zihao, et al.
Publicado: (2025)

FakeSound: Deepfake General Audio Detection
por: Xie, Zeyu, et al.
Publicado: (2024)

The Geometry of Severi Varieties
por: Tyomkin, Ilya
Publicado: (2024)

Enhanced noise sensitivity, 2D directed polymers and Stochastic Heat Flow
por: Caravenna, Francesco, et al.
Publicado: (2025)