Bridging Expressivity and Scalability with Adaptive Unitary SSMs
Fuente:
arXiv
Saved in:
| Main Authors: | Karuvally, Arjun, Nowak, Franz, Keller, Anderson T., Alonso, Carmen Amo, Sejnowski, Terrence J., Siegelmann, Hava T. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks
by: Karuvally, Arjun, et al.
Published: (2024)
by: Karuvally, Arjun, et al.
Published: (2024)
Exponential Dynamic Energy Network for High Capacity Sequence Memory
by: Karuvally, Arjun, et al.
Published: (2025)
by: Karuvally, Arjun, et al.
Published: (2025)
Transient Dynamics in Lattices of Differentiating Ring Oscillators
by: DelMastro, Peter, et al.
Published: (2025)
by: DelMastro, Peter, et al.
Published: (2025)
Reservoir Computation with Networks of Differentiating Neuron Ring Oscillators
by: Yeung, Alexander, et al.
Published: (2025)
by: Yeung, Alexander, et al.
Published: (2025)
A Spatiotemporal Perspective on Dynamical Computation in Neural Information Processing Systems
by: Keller, T. Anderson, et al.
Published: (2024)
by: Keller, T. Anderson, et al.
Published: (2024)
Traveling Waves Encode the Recent Past and Enhance Sequence Learning
by: Keller, T. Anderson, et al.
Published: (2023)
by: Keller, T. Anderson, et al.
Published: (2023)
NeuroAI and Beyond
by: Fellous, Jean-Marc, et al.
Published: (2026)
by: Fellous, Jean-Marc, et al.
Published: (2026)
Scalable Dendritic Modeling Advances Expressive and Robust Deep Spiking Neural Networks
by: Huang, Yifan, et al.
Published: (2024)
by: Huang, Yifan, et al.
Published: (2024)
Expressivity of Spiking Neural Networks
by: Singh, Manjot, et al.
Published: (2023)
by: Singh, Manjot, et al.
Published: (2023)
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models
by: Shen, Shuaijie, et al.
Published: (2024)
by: Shen, Shuaijie, et al.
Published: (2024)
Transformer Semantic Genetic Programming for Symbolic Regression
by: Anthes, Philipp, et al.
Published: (2025)
by: Anthes, Philipp, et al.
Published: (2025)
A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression
by: Geiger, Alina, et al.
Published: (2024)
by: Geiger, Alina, et al.
Published: (2024)
Scalable Network Emulation on Analog Neuromorphic Hardware
by: Arnold, Elias, et al.
Published: (2024)
by: Arnold, Elias, et al.
Published: (2024)
Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection
by: Geiger, Alina, et al.
Published: (2025)
by: Geiger, Alina, et al.
Published: (2025)
ROIDS: Robust Outlier-Aware Informed Down-Sampling
by: Geiger, Alina, et al.
Published: (2026)
by: Geiger, Alina, et al.
Published: (2026)
Bridging Quantized Artificial Neural Networks and Neuromorphic Hardware
by: Chen, Zhenhui, et al.
Published: (2025)
by: Chen, Zhenhui, et al.
Published: (2025)
Activation Functions for "A Feedforward Unitary Equivariant Neural Network"
by: Ma, Pui-Wai
Published: (2024)
by: Ma, Pui-Wai
Published: (2024)
On Scalability of Multi-Objective Evolutionary Algorithms on Combinatorial Optimisation Problems
by: Tang, Menghao, et al.
Published: (2026)
by: Tang, Menghao, et al.
Published: (2026)
Bridging Evolutionary Multiobjective Optimization and GPU Acceleration via Tensorization
by: Liang, Zhenyu, et al.
Published: (2025)
by: Liang, Zhenyu, et al.
Published: (2025)
Enhancing Generalization and Scalability for Multi-Objective Optimization with Population Pre-Training
by: Hong, Haokai, et al.
Published: (2023)
by: Hong, Haokai, et al.
Published: (2023)
Bridging the Gap Between Theory and Practice: Benchmarking Transfer Evolutionary Optimization
by: Hou, Yaqing, et al.
Published: (2024)
by: Hou, Yaqing, et al.
Published: (2024)
EvoX: A Distributed GPU-accelerated Framework for Scalable Evolutionary Computation
by: Huang, Beichen, et al.
Published: (2023)
by: Huang, Beichen, et al.
Published: (2023)
SHA-CNN: Scalable Hierarchical Aware Convolutional Neural Network for Edge AI
by: Dhakad, Narendra Singh, et al.
Published: (2024)
by: Dhakad, Narendra Singh, et al.
Published: (2024)
Scalable Multi-Objective Optimization for Robust Traffic Signal Control in Uncertain Environments
by: Guo, Weian, et al.
Published: (2024)
by: Guo, Weian, et al.
Published: (2024)
An Adaptive Re-evaluation Method for Evolution Strategy under Additive Noise
by: Dinu, Catalin-Viorel, et al.
Published: (2024)
by: Dinu, Catalin-Viorel, et al.
Published: (2024)
Bridging Fitness With Search Spaces By Fitness Supremums: A Theoretical Study on LGP
by: Huang, Zhixing, et al.
Published: (2025)
by: Huang, Zhixing, et al.
Published: (2025)
Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality
by: Southern, Joshua, et al.
Published: (2025)
by: Southern, Joshua, et al.
Published: (2025)
ABCO: Adaptive Bacterial Colony Optimisation
by: Kogam, Barisi, et al.
Published: (2025)
by: Kogam, Barisi, et al.
Published: (2025)
Higher-Order Neuromorphic Ising Machines -- Autoencoders and Fowler-Nordheim Annealers are all you need for Scalability
by: Ahsan, Faiek, et al.
Published: (2025)
by: Ahsan, Faiek, et al.
Published: (2025)
A Scalable Benchmark Test Suite for Dynamic Multi-Objective Optimization with a Changing Number of Objectives
by: Shang, Ke, et al.
Published: (2026)
by: Shang, Ke, et al.
Published: (2026)
Adaptive Spiking Neurons for Vision and Language Modeling
by: Zhou, Chenlin, et al.
Published: (2026)
by: Zhou, Chenlin, et al.
Published: (2026)
CMA-ES with Adaptive Reevaluation for Multiplicative Noise
by: Uchida, Kento, et al.
Published: (2024)
by: Uchida, Kento, et al.
Published: (2024)
Effective Adaptive Mutation Rates for Program Synthesis
by: Ni, Andrew, et al.
Published: (2024)
by: Ni, Andrew, et al.
Published: (2024)
Cascaded Large-Scale TSP Solving with Unified Neural Guidance: Bridging Local and Population-based Search
by: Lv, Haoze, et al.
Published: (2025)
by: Lv, Haoze, et al.
Published: (2025)
Biologically Inspired Oscillating Activation Functions Can Bridge the Performance Gap between Biological and Artificial Neurons
by: Noel, Matthew Mithra, et al.
Published: (2021)
by: Noel, Matthew Mithra, et al.
Published: (2021)
Adaptive Exploration in Lenia with Intrinsic Multi-Objective Ranking
by: Lorantos, Niko, et al.
Published: (2025)
by: Lorantos, Niko, et al.
Published: (2025)
Adaptive Estimation of the Number of Algorithm Runs in Stochastic Optimization
by: Eftimov, Tome, et al.
Published: (2025)
by: Eftimov, Tome, et al.
Published: (2025)
YANA: Bridging the Neuromorphic Simulation-to-Hardware Gap
by: Pachideh, Brian, et al.
Published: (2026)
by: Pachideh, Brian, et al.
Published: (2026)
Anytime Analysis on BinVal: Adaptive Parameters Help
by: Kötzing, Timo, et al.
Published: (2026)
by: Kötzing, Timo, et al.
Published: (2026)
CogniSNN: An Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Depth-Scalability and Path-Plasticity
by: Huang, Yongsheng, et al.
Published: (2025)
by: Huang, Yongsheng, et al.
Published: (2025)
Similar Items
-
Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks
by: Karuvally, Arjun, et al.
Published: (2024) -
Exponential Dynamic Energy Network for High Capacity Sequence Memory
by: Karuvally, Arjun, et al.
Published: (2025) -
Transient Dynamics in Lattices of Differentiating Ring Oscillators
by: DelMastro, Peter, et al.
Published: (2025) -
Reservoir Computation with Networks of Differentiating Neuron Ring Oscillators
by: Yeung, Alexander, et al.
Published: (2025) -
A Spatiotemporal Perspective on Dynamical Computation in Neural Information Processing Systems
by: Keller, T. Anderson, et al.
Published: (2024)