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ORCIDNaresh Balaji Ravichandran
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2020 – today
- 2024
[i9]Anders Lansner, Naresh Balaji Ravichandran, Pawel Andrzej Herman:
Benchmarking Hebbian learning rules for associative memory. CoRR abs/2401.00335 (2024)- [i8]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Spiking representation learning for associative memories. CoRR abs/2406.03054 (2024) - [i7]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural networks. CoRR abs/2406.04733 (2024) - 2023
- [c7]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Spiking neural networks with Hebbian plasticity for unsupervised representation learning. ESANN 2023 - [i6]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Spiking neural networks with Hebbian plasticity for unsupervised representation learning. CoRR abs/2305.03866 (2023) - 2022
- [c6]Naresh Balaji Ravichandran
, Anders Lansner, Pawel Andrzej Herman:
Brain-like Combination of Feedforward and Recurrent Network Components Achieves Prototype Extraction and Robust Pattern Recognition. LOD (2) 2022: 488-501 - [i5]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Brain-like combination of feedforward and recurrent network components achieves prototype extraction and robust pattern recognition. CoRR abs/2206.15036 (2022) - 2021
- [c5]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Semi-supervised learning with Bayesian Confidence Propagation Neural Network. ESANN 2021 - [c4]Artur Podobas, Martin Svedin, Steven Wei Der Chien, Ivy Bo Peng, Naresh Balaji Ravichandran, Pawel Andrzej Herman, Anders Lansner, Stefano Markidis:
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs. HEART 2021: 8:1-8:6 - [c3]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Brain-Like Approaches to Unsupervised Learning of Hidden Representations - A Comparative Study. ICANN (5) 2021: 162-173 - [i4]Artur Podobas, Martin Svedin, Steven Wei Der Chien, Ivy Bo Peng, Naresh Balaji Ravichandran, Pawel Andrzej Herman, Anders Lansner, Stefano Markidis:
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs. CoRR abs/2106.05373 (2021) - [i3]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Semi-supervised learning with Bayesian Confidence Propagation Neural Network. CoRR abs/2106.15546 (2021) - 2020
- [c2]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Learning representations in Bayesian Confidence Propagation neural networks. IJCNN 2020: 1-7 - [i2]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Learning representations in Bayesian Confidence Propagation neural networks. CoRR abs/2003.12415 (2020) - [i1]Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman:
Brain-like approaches to unsupervised learning of hidden representations - a comparative study. CoRR abs/2005.03476 (2020)
2010 – 2019
- 2018
- [c1]Naresh Balaji Ravichandran, Fangkai Yang, Christopher E. Peters, Anders Lansner, Pawel Andrzej Herman:
Pedestrian simulation as multi-objective reinforcement learning. IVA 2018: 307-312
Coauthor Index
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