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Medical Imaging Classification with Cold-Atom Reservoir Computing using Auto-Encoders and Surrogate-Driven Training
Arxiv
0+阅读 · 10月14日
Empirical Boundaries of Reservoir Computing for Few-Shot Sequence Pattern Tasks
Arxiv
0+阅读 · 10月14日
When Does Interference Help Learning? Kernel Geometry as a Pre-Experimental Test for Photonic Reservoir Computing
Arxiv
0+阅读 · 10月12日
Neuromorphic Computing Based on Parametrically-Driven Oscillators and Frequency Combs
Arxiv
0+阅读 · 10月11日
Approximate reservoir computing with a semiconductor laser for reducing energy consumption
Arxiv
0+阅读 · 10月13日
Photonic reservoir computing with complex networks
Arxiv
0+阅读 · 10月13日
Fractal and Chaotic Activation Functions in Echo State Networks: Preprocessing Topology Governs the Echo State Property
Arxiv
0+阅读 · 9月4日
Efficiently and Reliably Measuring Information Processing Capacity in Dynamical Systems via Kernels
Arxiv
0+阅读 · 10月2日
On Dominant Manifolds in Reservoir Computing Networks
Arxiv
0+阅读 · 9月16日
On Dominant Manifolds in Reservoir Computing Networks
Arxiv
0+阅读 · 9月20日
Shake to Learn: Dynamic Interrogation of Hidden Object Physics for Robotic Manipulation with Physical Reservoir Computing
Arxiv
0+阅读 · 9月17日
Adaptive Nonlinear Vector Autoregression: Robust Forecasting for Noisy Chaotic Time Series
Arxiv
0+阅读 · 9月7日
Asymmetric Coupling Anisotropy for Causal Information Filtering in Physical Reservoirs
Arxiv
0+阅读 · 9月5日
Towards Effective Physical Reservoir Computing with a Pneumatic Soft Robot
Arxiv
0+阅读 · 9月2日
From Digital to Physical Reservoir Computing: Co-Optimizing Soft Robotic Reservoirs via Dynamics Matching
Arxiv
0+阅读 · 9月2日
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