Naresh Balaji Ravichandran

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Unsupervised Learning

Top Venues

Publications

Anders Lansner, Naresh Balaji Ravichandran, Pawel Andrzej Herman
Benchmarking Hebbian learning rules for associative memory. CoRR (2024)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural networks. CoRR (2024)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
Spiking representation learning for associative memories. CoRR (2024)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
Spiking neural networks with Hebbian plasticity for unsupervised representation learning. CoRR (2023)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
Spiking neural networks with Hebbian plasticity for unsupervised representation learning. ESANN (2023)
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 (2022)
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)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
Brain-Like Approaches to Unsupervised Learning of Hidden Representations - A Comparative Study. ICANN (5) (2021)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
Semi-supervised learning with Bayesian Confidence Propagation Neural Network. CoRR (2021)
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)
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 (2021)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
Semi-supervised learning with Bayesian Confidence Propagation Neural Network. ESANN (2021)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
Learning representations in Bayesian Confidence Propagation neural networks. CoRR (2020)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
Brain-like approaches to unsupervised learning of hidden representations - a comparative study. CoRR (2020)
Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
Learning representations in Bayesian Confidence Propagation neural networks. IJCNN (2020)
Naresh Balaji Ravichandran, Fangkai Yang, Christopher E. Peters, Anders Lansner, Pawel Andrzej Herman
Pedestrian simulation as multi-objective reinforcement learning. IVA (2018)