🏛️ The Neural & Evolutionary Crypt

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Darwin3: A large-scale neuromorphic chip with a Novel ISA and On-Chip Learning

De Ma, Xiaofei Jin, ... (+9 more)

cs.NE 🏛 National Science Review 📚 60 cites 2 years ago

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ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks

Jiangrong Shen, Qi Xu, ... (+4 more)

cs.NE 🏛 AAAI 📚 60 cites 3 years ago

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Interpreting Neural Networks as Gradual Argumentation Frameworks (Including Proof Appendix)

Nico Potyka

cs.NE 🏛 AAAI 📚 60 cites 5 years ago

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Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks

Piotr S. Maciąg, Marzena Kryszkiewicz, ... (+3 more)

cs.NE 🏛 Neural Networks 📚 60 cites 6 years ago

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Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution

Alexander Ororbia, Ahmed Ahmed Elsaid, Travis Desell

cs.NE 🏛 GECCO 📚 60 cites 7 years ago

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Self-Adjusting Mutation Rates with Provably Optimal Success Rules

Benjamin Doerr, Carola Doerr, Johannes Lengler

cs.NE 🏛 Algorithmica 📚 60 cites 7 years ago

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Runtime Analysis for Self-adaptive Mutation Rates

Benjamin Doerr, Carsten Witt, Jing Yang

cs.NE 🏛 Algorithmica 📚 60 cites 7 years ago

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Is Neuromorphic MNIST neuromorphic? Analyzing the discriminative power of neuromorphic datasets in the time domain

Laxmi R. Iyer, Yansong Chua, Haizhou Li

cs.NE 🏛 Frontiers in Neuroscience 📚 60 cites 7 years ago

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ASP: Learning to Forget with Adaptive Synaptic Plasticity in Spiking Neural Networks

Priyadarshini Panda, Jason M. Allred, ... (+2 more)

cs.NE 🏛 IEEE Journal on Emerging and Selected Topics in Circuits and Systems 📚 60 cites 9 years ago

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On the Relationship Between the OpenAI Evolution Strategy and Stochastic Gradient Descent

Xingwen Zhang, Jeff Clune, Kenneth O. Stanley

cs.NE 🏛 arXiv 📚 60 cites 8 years ago

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Algorithm and Hardware Design of Discrete-Time Spiking Neural Networks Based on Back Propagation with Binary Activations

Shihui Yin, Shreyas K. Venkataramanaiah, ... (+5 more)

cs.NE 🏛 Biomedical Circuits and Systems Conference 📚 60 cites 8 years ago

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Feature-Based Diversity Optimization for Problem Instance Classification

Wanru Gao, Samadhi Nallaperuma, Frank Neumann

cs.NE 🏛 Evolutionary Computation 📚 60 cites 10 years ago

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Efficient Video and Audio processing with Loihi 2

Sumit Bam Shrestha, Jonathan Timcheck, ... (+3 more)

cs.NE 🏛 ICASSP 📚 59 cites 2 years ago

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Memetic Search for Vehicle Routing with Simultaneous Pickup-Delivery and Time Windows

Shengcai Liu, Ke Tang, Xin Yao

cs.NE 🏛 Swarm and Evolutionary Computation 📚 59 cites 5 years ago

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Training Deep Spiking Neural Networks

Eimantas Ledinauskas, Julius Ruseckas, ... (+2 more)

cs.NE 🏛 arXiv 📚 59 cites 6 years ago

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Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks

Jacob Schrum, Jake Gutierrez, ... (+4 more)

cs.NE 🏛 GECCO 📚 59 cites 6 years ago

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Circuit designs for superconducting optoelectronic loop neurons

Jeffrey M. Shainline, Sonia M. Buckley, ... (+4 more)

cs.NE 🏛 J.AP 📚 59 cites 8 years ago

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NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations

Marco Ciccone, Marco Gallieri, ... (+3 more)

cs.NE 🏛 NeurIPS 📚 59 cites 8 years ago

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GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning

Siyu Huang, Xi Li, ... (+3 more)

cs.NE 🏛 ACM MM 📚 59 cites 8 years ago

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Discrepancy-based Evolutionary Diversity Optimization

Aneta Neumann, Wanru Gao, ... (+3 more)

cs.NE 🏛 GECCO 📚 59 cites 8 years ago

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Applying Deep Learning to Basketball Trajectories

Rajiv Shah, Rob Romijnders

cs.NE 🏛 arXiv 📚 59 cites 9 years ago

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Heterogeneous Strategy Particle Swarm Optimization

Wen-Bo Du, Wen Ying, ... (+3 more)

cs.NE 🏛 IEEE TCSIEB 📚 59 cites 9 years ago

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Discovering Evolution Strategies via Meta-Black-Box Optimization

Robert Tjarko Lange, Tom Schaul, ... (+6 more)

cs.NE 🏛 ICLR 📚 59 cites 3 years ago

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Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks

Lang Feng, Qianhui Liu, ... (+3 more)

cs.NE 🏛 IJCAI 📚 59 cites 3 years ago