Naresh B. Ravichandran

Spiking neural networks with Hebbian plasticity for unsupervised representation learning

A. Lansner, P. Herman, Naresh B. Ravichandran, 2023, ArXiv.

StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs

Anders Lansner, Stefano Markidis, Artur Podobas, 2021, HEART.

Brain-like combination of feedforward and recurrent network components achieves prototype extraction and robust pattern recognition

Naresh Balaji Ravichandran, A. Lansner, P. Herman, 2022, LOD.

Modelling homeostatic regulation in multi-objective decision-making

Naresh Balaji Ravichandran, Naresh B. Ravichandran, 2018 .

Brain-like approaches to unsupervised learning of hidden representations - a comparative study pdf

Anders Lansner, Pawel Herman, Naresh Balaji Ravichandran, 2020, ICANN.

Learning representations in Bayesian Confidence Propagation neural networks

Anders Lansner, Pawel Herman, Naresh Balaji Ravichandran, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Spiking representation learning for associative memories

P. Herman, Naresh B. Ravichandran, A. Lansner, 2024, 2406.03054.