🏛️ The Neural & Evolutionary Crypt

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Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic Programming

Joao Francisco B. S. Martins, Luiz Otavio V. B. Oliveira, ... (+3 more)

cs.NE 🏛 GECCO 📚 44 cites 8 years ago

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Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of Deep Neural Networks

Arash Ardakani, Carlo Condo, Warren J. Gross

cs.NE 🏛 ICLR 📚 44 cites 9 years ago

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Efficient Representation of Low-Dimensional Manifolds using Deep Networks

Ronen Basri, David Jacobs

cs.NE 🏛 ICLR 📚 44 cites 10 years ago

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Differentiable Genetic Programming

Dario Izzo, Francesco Biscani, Alessio Mereta

cs.NE 🏛 European Conference on Genetic Programming 📚 44 cites 9 years ago

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An Improved LSHADE-RSP Algorithm with the Cauchy Perturbation: iLSHADE-RSP

Tae Jong Choi, Chang Wook Ahn

cs.NE 🏛 KBS 📚 43 cites 6 years ago

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Event-based attention and tracking on neuromorphic hardware

Alpha Renner, Matthew Evanusa, Yulia Sandamirskaya

cs.NE 🏛 CVPR W 📚 43 cites 6 years ago

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EENA: Efficient Evolution of Neural Architecture

Hui Zhu, Zhulin An, ... (+4 more)

cs.NE 🏛 ICCV W 📚 43 cites 7 years ago

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A Multi Hidden Recurrent Neural Network with a Modified Grey Wolf Optimizer

Tarik A. Rashid, Dosti K. Abbas, Yalin K. Turel

cs.NE 🏛 PLoS ONE 📚 43 cites 7 years ago

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Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM

Shaokai Ye, Xiaoyu Feng, ... (+12 more)

cs.NE 🏛 arXiv 📚 43 cites 7 years ago

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Flatten-T Swish: a thresholded ReLU-Swish-like activation function for deep learning

Hock Hung Chieng, Noorhaniza Wahid, ... (+2 more)

cs.NE 🏛 International Journal of Advances in Intelligent Informatics 📚 43 cites 7 years ago

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Towards Distributed Coevolutionary GANs

Abdullah Al-Dujaili, Tom Schmiedlechner, ... (+2 more)

cs.NE 🏛 arXiv 📚 43 cites 7 years ago

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Improved Regularity Model-based EDA for Many-objective Optimization

Yanan Sun, Gary G. Yen, Zhang Yi

cs.NE 🏛 IEEE TEC 📚 43 cites 8 years ago

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Demystifying ResNet

Sihan Li, Jiantao Jiao, ... (+2 more)

cs.NE 🏛 arXiv 📚 43 cites 9 years ago

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Encoding Spike Patterns in Multilayer Spiking Neural Networks

Brian Gardner, Ioana Sporea, André Grüning

cs.NE 🏛 Neural Comp. 📚 43 cites 11 years ago

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Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization

Wei Liu, Rui Wang, ... (+4 more)

cs.NE 🏛 IEEE TEC 📚 43 cites 3 years ago

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Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution

Hongshu Guo, Yining Ma, ... (+6 more)

cs.NE 🏛 IEEE TSMCS 📚 42 cites 2 years ago

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Distilling Spikes: Knowledge Distillation in Spiking Neural Networks

Ravi Kumar Kushawaha, Saurabh Kumar, ... (+2 more)

cs.NE 🏛 ICPR 📚 42 cites 6 years ago

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Adaptive Operator Selection Based on Dynamic Thompson Sampling for MOEA/D

Lei Sun, Ke Li

cs.NE 🏛 PPSN 📚 42 cites 6 years ago

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Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems

Jordan MacLachlan, Yi Mei, ... (+2 more)

cs.NE 🏛 Evolutionary Computation 📚 42 cites 6 years ago

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Lexicase selection in Learning Classifier Systems

Sneha Aenugu, Lee Spector

cs.NE 🏛 GECCO 📚 42 cites 6 years ago

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SCANN: Synthesis of Compact and Accurate Neural Networks

Shayan Hassantabar, Zeyu Wang, Niraj K. Jha

cs.NE 🏛 IEEE TCAD 📚 42 cites 7 years ago

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QGAN: Quantized Generative Adversarial Networks

Peiqi Wang, Dongsheng Wang, ... (+6 more)

cs.NE 🏛 arXiv 📚 42 cites 7 years ago

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Metalearning with Hebbian Fast Weights

Tsendsuren Munkhdalai, Adam Trischler

cs.NE 🏛 arXiv 📚 42 cites 7 years ago

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Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation

Piotr Antonik, Marc Haelterman, Serge Massar

cs.NE 🏛 arXiv 📚 42 cites 8 years ago