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Paper Citation Record · LEDGER

An introduction to Neural Networks for Physicists

As of 19 August 2026, this Paper Citation Record lists 100 of 108 outbound references and 0 inbound Pith citation observations for arXiv:2505.13042.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.13042 v1

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Outbound references

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This paper cites i.e., each elementMij is the average of the elements of a2×2 submatrix ofB 4×4.

An introduction to Neural Networks for Physicists i.e., each elementMij is the average of the elements of a2×2 submatrix ofB 4×4

Reference 1

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An introduction to Neural Networks for Physicists Note that after such an operation, the size of the processed input data is now com- pressed into a smaller matrix

Reference 2

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An introduction to Neural Networks for Physicists ∆l′ = (y[n] l′ −ˆyl′) d dz[n] l′ fl′(z[n] l′ )(19)

Reference 3

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An introduction to Neural Networks for Physicists (18) ∆l′←∆ l′ ˆM d dw[k] il z[k] l (20) 13

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An introduction to Neural Networks for Physicists 03- Example 1,

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An introduction to Neural Networks for Physicists Unresolved cited work

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An introduction to Neural Networks for Physicists Unresolved cited work

Reference 7

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This paper cites Reviews of Modern Physics.91, 045002 (2019).

An introduction to Neural Networks for Physicists Reviews of Modern Physics.91, 045002 (2019)

Reference 8

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An introduction to Neural Networks for Physicists Unresolved cited work

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An introduction to Neural Networks for Physicists Unresolved cited work

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An introduction to Neural Networks for Physicists k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples)

Reference 11

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An introduction to Neural Networks for Physicists An Introduction to Logistic Regression Analysis and Reporting

Reference 12

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An introduction to Neural Networks for Physicists Logistic Regression: From Art to Sci- ence

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An introduction to Neural Networks for Physicists What is a support vector machine?

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An introduction to Neural Networks for Physicists C., de Carvalho, A

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An introduction to Neural Networks for Physicists Decision trees: a recent overview

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An introduction to Neural Networks for Physicists What are decision trees? Nat Biotechnol

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An introduction to Neural Networks for Physicists Introduction to Machine Learning for the Sciences

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An introduction to Neural Networks for Physicists Machine Learning Algorithms: A ref- erence guide to popular algorithms for data science and ma- chine learning

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An introduction to Neural Networks for Physicists Machine learning and quantum devices

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An introduction to Neural Networks for Physicists and Courville, A

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An introduction to Neural Networks for Physicists Unresolved cited work

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An introduction to Neural Networks for Physicists Unresolved cited work

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An introduction to Neural Networks for Physicists Solving Rubik's Cube with a Robot Hand

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An introduction to Neural Networks for Physicists Unresolved cited work

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An introduction to Neural Networks for Physicists and Whiteson, D

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An introduction to Neural Networks for Physicists A Living Review of Machine Learning for Particle Physics

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An introduction to Neural Networks for Physicists Machine learning phases of matter

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An introduction to Neural Networks for Physicists and Huber, S

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An introduction to Neural Networks for Physicists S., Isayev, O., Roitberg, A

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An introduction to Neural Networks for Physicists Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications

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An introduction to Neural Networks for Physicists Physics-Informed machine learning,

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An introduction to Neural Networks for Physicists When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning

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An introduction to Neural Networks for Physicists Scientific machine learning through physics–informed neural networks: Where we are and what’s next

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An introduction to Neural Networks for Physicists Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks in Scientific Computing

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An introduction to Neural Networks for Physicists Physics-informed neural networks (PINNs) for fluid mechanics: A review

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An introduction to Neural Networks for Physicists A Review of Physics-Informed Machine Learning in Fluid Mechanics

Reference 38

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An introduction to Neural Networks for Physicists Uncertainty Quantification in Scientific Machine Learning: Methods, Metrics, and Comparisons

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An introduction to Neural Networks for Physicists Physics-Guided Deep Learning for Dynamical Systems: A Survey

Reference 40

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Unavailable: canonical work link unavailable.

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Observation 69197c45-b9f5-4a74-b855-4bd981bd42f0 · outbound

This paper cites Neural networks in quantum many-body physics: a hands-on tutorial.

An introduction to Neural Networks for Physicists Neural networks in quantum many-body physics: a hands-on tutorial

Reference 41

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Observation bc667021-041b-4d2e-96ec-d256865d5a58 · outbound

This paper cites Artificial neural networks for photonic applications—from algorithms to implementation: tutorial,.

An introduction to Neural Networks for Physicists Artificial neural networks for photonic applications—from algorithms to implementation: tutorial,

Reference 42

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Observation d54173b3-1c8f-4228-a320-296028362870 · outbound

This paper cites Froim, S.; Yosef, Erez ; Giryes, Raja ;Bahabad, Alon.

An introduction to Neural Networks for Physicists Froim, S.; Yosef, Erez ; Giryes, Raja ;Bahabad, Alon

Reference 43

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Observation b1dbc69d-0154-4a05-9731-f8a2f35c92bb · outbound

This paper cites A Review of Optical Neural Networks.

An introduction to Neural Networks for Physicists A Review of Optical Neural Networks

Reference 44

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Observation a0a454f6-ba42-42d7-9b62-75f41b376278 · outbound

This paper cites Quantum Computing and Ma- chine Learning on an Integrated Photonics Platform.

An introduction to Neural Networks for Physicists Quantum Computing and Ma- chine Learning on an Integrated Photonics Platform

Reference 45

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Observation 57359d33-8666-4ce5-9c4b-a168af77dff7 · outbound

This paper cites an unresolved cited work.

An introduction to Neural Networks for Physicists Unresolved cited work

Reference 46

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Observation e53171e5-3fb1-44b3-b1b5-6dfbe4b1c183 · outbound

This paper cites Adaptive quantum state tomogra- phy with neural networks.

An introduction to Neural Networks for Physicists Adaptive quantum state tomogra- phy with neural networks

Reference 47

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Observation 3b788a78-6833-4e03-ab28-0174aab1d6fc · outbound

This paper cites Three ways to solve par- tial differential equations with neural networks—a review,.

An introduction to Neural Networks for Physicists Three ways to solve par- tial differential equations with neural networks—a review,

Reference 49

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Observation 91a5a312-6a95-490a-b4a8-c1615fcdc812 · outbound

This paper cites Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems.

An introduction to Neural Networks for Physicists Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems

Reference 50

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 844eb9ee-becf-46d8-9fe5-2bb653cfff53 · outbound

This paper cites Adv.6,eaay2631(2020).

An introduction to Neural Networks for Physicists Adv.6,eaay2631(2020)

Reference 51

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Observation a4dd9517-d509-40ae-bd70-42f0c00eb6e5 · outbound

This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.

An introduction to Neural Networks for Physicists Fourier Neural Operator for Parametric Partial Differential Equations

Reference 53

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Unavailable: canonical work link unavailable.

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Observation add9afc7-0079-4435-bbc0-0032dbebed02 · outbound

This paper cites Optical machine learning with inco- herent light and a single-pixel detector.

An introduction to Neural Networks for Physicists Optical machine learning with inco- herent light and a single-pixel detector

Reference 54

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Observation 7dacf41f-1347-4579-beb1-8bbc10efe7a0 · outbound

This paper cites Arti- ficial intelligence and machine learning in optics: tutorial,.

An introduction to Neural Networks for Physicists Arti- ficial intelligence and machine learning in optics: tutorial,

Reference 55

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Observation 52db0f8d-564a-4b25-97b6-2d928f6ba1bf · outbound

This paper cites NeuralPDE: Automating Physics-Informed Neural Networks (PINNs) with Error Approximations.

An introduction to Neural Networks for Physicists NeuralPDE: Automating Physics-Informed Neural Networks (PINNs) with Error Approximations

Reference 56

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Observation cf9b5bc1-6085-46f7-aff8-5e8d67e0dfde · outbound

This paper cites Adv.6,eaay2631(2020).DOI:10.1126/sciadv.aay2631.

An introduction to Neural Networks for Physicists Adv.6,eaay2631(2020).DOI:10.1126/sciadv.aay2631

Reference 57

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Unavailable: canonical work link unavailable.

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Observation 699584a7-40bd-4696-a9c1-cdbc8266fbc6 · outbound

This paper cites PhyCV: The First Physics-inspired Computer Vision Library.

An introduction to Neural Networks for Physicists PhyCV: The First Physics-inspired Computer Vision Library

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Observation 97b41fb3-5b10-4dd4-999c-adfb295ada2c · outbound

This paper cites Physics-informed computer vision: A review and perspectives.

An introduction to Neural Networks for Physicists Physics-informed computer vision: A review and perspectives

Reference 59

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Observation c56318db-e8a5-41ec-8e1e-5f4b46d6dbab · outbound

This paper cites ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limita- tions and future scope.

An introduction to Neural Networks for Physicists ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limita- tions and future scope

Reference 60

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Observation e5f0b72b-2fe1-4b20-9b8e-32000cbf7c75 · outbound

This paper cites Convolutional neu- ral networks for image classification,.

An introduction to Neural Networks for Physicists Convolutional neu- ral networks for image classification,

Reference 61

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Observation f4e9781c-47d0-4a61-a654-02cfa581de0b · outbound

This paper cites The Application and Im- provement of Deep Neural Networks in Environmental Sound Recognition.

An introduction to Neural Networks for Physicists The Application and Im- provement of Deep Neural Networks in Environmental Sound Recognition

Reference 62

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This paper cites Natural Language Processing with Improved Deep Learning Neural Networks.

An introduction to Neural Networks for Physicists Natural Language Processing with Improved Deep Learning Neural Networks

Reference 63

Resolution
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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 0008d27d-4240-41df-9901-e952cd44c90d · outbound

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An introduction to Neural Networks for Physicists Unresolved cited work

Reference 64

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Unavailable: canonical work link unavailable.

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Observation adfea771-9f41-46e1-b44f-1bad9a7da215 · outbound

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An introduction to Neural Networks for Physicists Scikit-learn: Machine learning in Python

Reference 65

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Observation 57bdaf63-b1ae-4c39-8e92-b88e47d9557d · outbound

This paper cites Understanding the dif- ficulty of training deep feedforward neural networks.

An introduction to Neural Networks for Physicists Understanding the dif- ficulty of training deep feedforward neural networks

Reference 66

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Observation 4ece2104-755d-44c0-9a0f-c9f09b6f0c52 · outbound

This paper cites Review and comparison of commonly used activation functions for deep neural networks.

An introduction to Neural Networks for Physicists Review and comparison of commonly used activation functions for deep neural networks

Reference 67

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Observation 7da8ea62-a2b7-4838-8d5b-6d18f10e8674 · outbound

This paper cites Implicit neural representations with periodic activation functions.

An introduction to Neural Networks for Physicists Implicit neural representations with periodic activation functions

Reference 68

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Observation 44f34fd9-079d-4dfe-b1b1-1f58bb3aa40d · outbound

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An introduction to Neural Networks for Physicists Unresolved cited work

Reference 69

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Unavailable: canonical work link unavailable.

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Observation c77185b3-ee4f-49b2-a78d-89e8d6162394 · outbound

This paper cites A review on applications of genetic algorithm for artificial neural network.

An introduction to Neural Networks for Physicists A review on applications of genetic algorithm for artificial neural network

Reference 70

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Observation ebae6f84-3540-4817-9c2a-ce5e74395571 · outbound

This paper cites Neural network structure optimization by simulated annealing.

An introduction to Neural Networks for Physicists Neural network structure optimization by simulated annealing

Reference 71

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Observation dd228205-141e-4839-b8a3-1c34f8ff8325 · outbound

This paper cites An Overview of Stochastic Gradient De- scent in Machine Learning.

An introduction to Neural Networks for Physicists An Overview of Stochastic Gradient De- scent in Machine Learning

Reference 72

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Source-reported events for the cited work

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Observation 3d8f7ba9-d11c-45ca-88ae-45c572b0f4c2 · outbound

This paper cites Survey of optimization algorithms in modern neural net- works.

An introduction to Neural Networks for Physicists Survey of optimization algorithms in modern neural net- works

Reference 73

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Source-reported events for the cited work

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Observation 8f08e80d-0566-4a21-960c-afef049ac456 · outbound

This paper cites Pulse modulation for enhanced control in NMR-based Quantum Devices.

An introduction to Neural Networks for Physicists Pulse modulation for enhanced control in NMR-based Quantum Devices

Reference 74

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation c3a43707-6200-4607-a78a-5c13ddb8ac33 · outbound

This paper cites Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS.

An introduction to Neural Networks for Physicists Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS

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Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0d956121-9add-4b0d-8d2c-d28ba615be2b · outbound

This paper cites An overview of stochastic gradient-based methods.

An introduction to Neural Networks for Physicists An overview of stochastic gradient-based methods

Reference 76

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation af3a1598-4123-4522-911c-cddca7a2411e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

An introduction to Neural Networks for Physicists Adam: A Method for Stochastic Optimization

Reference 77

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 908d5c2e-6279-433a-9cf6-1c2a1627164e · outbound

This paper cites an unresolved cited work.

An introduction to Neural Networks for Physicists Unresolved cited work

Reference 78

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 399ceb6a-fb31-4a14-bd50-09bad9ca4a1a · outbound

This paper cites Introduction to Neural Network.

An introduction to Neural Networks for Physicists Introduction to Neural Network

Reference 79

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation cc472632-97ae-44aa-99b6-4dca97e9d4f7 · outbound

This paper cites Learning internal representations by error propagation,.

An introduction to Neural Networks for Physicists Learning internal representations by error propagation,

Reference 80

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 90714941-1368-46c5-acd9-e0d96950bbc4 · outbound

This paper cites Hinton, G.

An introduction to Neural Networks for Physicists Hinton, G

Reference 81

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 4efd319c-6100-4ce2-a8c8-ee0fe15f5a0b · outbound

This paper cites Long short-term memory,.

An introduction to Neural Networks for Physicists Long short-term memory,

Reference 82

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 1783fae5-5f56-491d-a29e-a8ee4c0b08c2 · outbound

This paper cites A survey of transformers.

An introduction to Neural Networks for Physicists A survey of transformers

Reference 83

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation c67b2ef4-391a-41cd-8bee-233eb94e0903 · outbound

This paper cites An Introduction to Autoencoders.

An introduction to Neural Networks for Physicists An Introduction to Autoencoders

Reference 84

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 405b305a-ee32-477d-b819-6ceff37f9839 · outbound

This paper cites Electronics 8(3), (2019).

An introduction to Neural Networks for Physicists Electronics 8(3), (2019)

Reference 85

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 90c6a7bd-994d-4c2f-a07f-f22ac244fba4 · outbound

This paper cites Lecture Notes: Neural Network Architectures.

An introduction to Neural Networks for Physicists Lecture Notes: Neural Network Architectures

Reference 86

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 62bbfb53-50cf-4fbd-9c80-d5ebfec7c7c3 · outbound

This paper cites Hopfield Networks is All You Need.

An introduction to Neural Networks for Physicists Hopfield Networks is All You Need

Reference 87

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Observation c9a2863e-7094-48f0-819c-97a57288590f · outbound

This paper cites KAN: Kolmogorov-Arnold Networks.

An introduction to Neural Networks for Physicists KAN: Kolmogorov-Arnold Networks

Reference 88

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b08cbc45-792a-4d0e-96c7-79860717733a · outbound

This paper cites Pytorch: An imperative style, high- performance deep learning library.

An introduction to Neural Networks for Physicists Pytorch: An imperative style, high- performance deep learning library

Reference 89

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 45ef396a-68a4-45e3-93bc-27a91f70a033 · outbound

This paper cites Tensor- Flow: Large-scale machine learning on heterogeneous sys- tems, Software available from tensorflow.org.

An introduction to Neural Networks for Physicists Tensor- Flow: Large-scale machine learning on heterogeneous sys- tems, Software available from tensorflow.org

Reference 90

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Source-reported events for the cited work

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Observation 2f066b25-c945-4313-a772-aed8d5cd1cd2 · outbound

This paper cites JAX: composable transformations of Python+ NumPy programs.

An introduction to Neural Networks for Physicists JAX: composable transformations of Python+ NumPy programs

Reference 91

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation b5920032-5bf6-4d2c-9c08-d40f95412449 · outbound

This paper cites Automatic differentiation in ma- chine learning: a survey.

An introduction to Neural Networks for Physicists Automatic differentiation in ma- chine learning: a survey

Reference 92

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 5c247ef6-72cb-48ff-bcf9-8f0f393c7fdd · outbound

This paper cites Artigos no Medium.

An introduction to Neural Networks for Physicists Artigos no Medium

Reference 93

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2b09b309-bea1-4d39-9b2e-bfe0a044b4f5 · outbound

This paper cites Im- ageNet Classification with Deep Convolutional Neural Net- works.

An introduction to Neural Networks for Physicists Im- ageNet Classification with Deep Convolutional Neural Net- works

Reference 94

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 71789f81-d0e3-4145-9229-87b3f4b5b183 · outbound

This paper cites VisualBackProp: efficient visualization of CNNs.

An introduction to Neural Networks for Physicists VisualBackProp: efficient visualization of CNNs

Reference 95

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation c33d2abc-e898-4afe-9328-80c8e5a6ba68 · outbound

This paper cites Feature Detection with Automatic Scale Selec- tion.

An introduction to Neural Networks for Physicists Feature Detection with Automatic Scale Selec- tion

Reference 96

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 8b93d764-0010-47ad-ab0c-50690b1c05b6 · outbound

This paper cites and Murphey, Y .L.

An introduction to Neural Networks for Physicists and Murphey, Y .L

Reference 97

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 7e7a2bb6-c57e-4c95-b03b-bc4708b8b99b · outbound

This paper cites Detecting salient blob-like image structures and their scales with a scale-space primal sketch: A method for focus-of-attention.

An introduction to Neural Networks for Physicists Detecting salient blob-like image structures and their scales with a scale-space primal sketch: A method for focus-of-attention

Reference 98

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 00817ca8-acb8-4281-b345-020b24113fe1 · outbound

This paper cites Neocognitron: A self-organizing neural net- work model for a mechanism of pattern recognition unaffected by shift in position.

An introduction to Neural Networks for Physicists Neocognitron: A self-organizing neural net- work model for a mechanism of pattern recognition unaffected by shift in position

Reference 99

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation dbd57c62-24b6-472f-9116-c4386074ddc2 · outbound

This paper cites Basodi, C.

An introduction to Neural Networks for Physicists Basodi, C

Reference 100

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 031987ff-dd48-42e8-8406-016de733d185 · outbound

This paper cites an unresolved cited work.

An introduction to Neural Networks for Physicists Unresolved cited work

Reference 101

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 368d3eb3-bd45-4fa3-aac4-1bd218f7a6c6 · outbound

This paper cites Addressing the loss-metric mismatch with adaptive loss alignment.

An introduction to Neural Networks for Physicists Addressing the loss-metric mismatch with adaptive loss alignment

Reference 102

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Pith citing papers

No inbound Pith citation observations are available.