RISE Research Radar

Computer Science Open House 2022-2025

2024

Brain-inspired Algorithms for Computing

Denis Kleyko

Summary

Brain-inspired Algorithms for Computing. Four topics: Similarity-preserving Sparse Randomized Embeddings (FlyHash), Distributed Codes with Residue Number System, Principled Reservoir Computing on Neuromorphic Hardware, and Optimization with Higher-order Ising Machines.

Themes

machine-learning

Keywords

brain-inspired computing, FlyHash, reservoir computing, Ising machines, neuromorphic

Poster

Brain-inspired Algorithms for Computing poster

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