Naresh Balaji Ravichandran

Orcid: 0000-0001-7944-4226

According to our database1, Naresh Balaji Ravichandran authored at least 10 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural networks.
CoRR, 2024

Spiking representation learning for associative memories.
CoRR, 2024

Benchmarking Hebbian learning rules for associative memory.
CoRR, 2024

2023
Spiking neural networks with Hebbian plasticity for unsupervised representation learning.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022
Brain-like Combination of Feedforward and Recurrent Network Components Achieves Prototype Extraction and Robust Pattern Recognition.
Proceedings of the Machine Learning, Optimization, and Data Science, 2022

2021
Brain-Like Approaches to Unsupervised Learning of Hidden Representations - A Comparative Study.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs.
Proceedings of the HEART '21: 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, 2021

Semi-supervised learning with Bayesian Confidence Propagation Neural Network.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2020
Learning representations in Bayesian Confidence Propagation neural networks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2018
Pedestrian simulation as multi-objective reinforcement learning.
Proceedings of the 18th International Conference on Intelligent Virtual Agents, 2018


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