Everything about Neural Designer

🧭 Start here: a 6-step reading path

1. Read the overview: Neural DesignerA 5-minute orientation
2. Skim a recent paper: Designer preference-driven topology optimization using a human-in-the-loop neural networkInfluential work since 2022
3. Pick up a classic book: A first course in fuzzy logicThe most-reprinted book on the subject
4. Read the landmark paper: PLGA nanofibers blended with designer self-assembling peptides for peripheral neural regenerationCited 62 times
5. Go sideways: OpenNNA closely related topic
6. Go sideways: Deep Learning StudioA closely related topic

🏆 Landmark papers (most cited)

• PLGA nanofibers blended with designer self-assembling peptides for peripheral neural regeneration

  Manasa Nune, Uma Maheswari Krishnan, Swaminathan Sethuraman · 2016 · Materials Science and Engineering: C · 62 citations

• Designer Neural Networks with Embedded Semiconductor Microtube Arrays

  Aune Koitmäe, Manuel Müller, Cornelius S. Bausch · 2018 · Langmuir · 13 citations

• Neural Scene Designer: Self-Styled Semantic Image Manipulation

  Jianman Lin, Tianshui Chen, Chunmei Qing · 2025 · IEEE Transactions on Image Processing · 1 citations

• NEURAL NETWORK FOR A DESIGNER: IS AN ASSISTANT OR RIVAL?

  A. Argunova, A. Volegova · 2022 · Technical Aesthetics and Design Research · 0 citations

🆕 Influential since 2022

• Designer preference-driven topology optimization using a human-in-the-loop neural network

  Boxu Tian, Wenliang Qian, Yefei Yang · 2026 · Computers & Structures · 3 citations

📚 Books worth reading

• A first course in fuzzy logicHung T. Nguyen, Elbert A. Walker · 1997
• Brain Computation as Hierarchical AbstractionDana H. Ballard · 2015
• 📕Democratization of ExpertiseRon Fulbright · 2020
• Soft computingL. Fortuna, G.. Rizzotto · 2001
• Python machine learningSebastian Raschka · 2015
• Robot BrainsPentti O. Haikonen · 2007
• Introduction to analog VLSI design automationMohammed Ismail · 1990
• 📕Object-oriented control system design using on-line training of artificial neural networksAhmed Rubaai · 1997

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

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