Learning representations in Bayesian Confidence Propagation neural networks NB Ravichandran, A Lansner, P Herman International Joint Conference on Neural Networks (IJCNN) 2020, 2020 | 20 | 2020 |
Brain-like approaches to unsupervised learning of hidden representations - a comparative study NB Ravichandran, A Lansner, P Herman International Conference on Artificial Neural Networks (ICANN) 2021, 2021 | 17 | 2021 |
A Control Strategy for an Autonomous Robotic Vacuum Cleaner for Solar Panels G Aravind, G Vasan, TSBG Kumar, RN Balaji, GS Ilango 2014 Texas Instruments India Educators' Conference (TIIEC), 53-61, 2014 | 13 | 2014 |
Autonomous visual tracking and landing of a quadrotor on a moving platform J Ajmera, PR Siddharthan, KM Ramaravind, G Vasan, N Balaji, ... 2015 Third International Conference on Image Information Processing (ICIIP …, 2015 | 8 | 2015 |
Pedestrian simulation as multi-objective reinforcement learning NB Ravichandran, F Yang, C Peters, A Lansner, P Herman 18th International Conference on Intelligent Virtual Agents (IVA), 307-312, 2018 | 7 | 2018 |
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs A Podobas, M Svedin, SWD Chien, IB Peng, NB Ravichandran, P Herman, ... Highly Efficient Accelerators and Reconfigurable Technologies (HEART 2021), 1-6, 2021 | 6 | 2021 |
Semi-supervised learning with Bayesian Confidence Propagation Neural Network NB Ravichandran, A Lansner, P Herman European Symposium on Artificial Neural Networks (ESANN) 2021, 2021 | 5 | 2021 |
Spiking neural networks with Hebbian plasticity for unsupervised representation learning N Ravichandran, A Lansner, P Herman European Symposium on Artificial Neural Networks (ESANN) 2023, 2023 | 1 | 2023 |
Brain-like combination of feedforward and recurrent network components achieves prototype extraction and robust pattern recognition NB Ravichandran, A Lansner, P Herman Machine Learning, Optimization, and Data Science (LOD) 2022, 2023 | 1 | 2023 |
Benchmarking Hebbian learning rules for associative memory A Lansner, NB Ravichandran, P Herman arXiv preprint arXiv:2401.00335, 2023 | | 2023 |
Unsupervised Representation Learning with Hebbian Synaptic and Structural Plasticity in Brain-Like Feedforward Neural Networks N Ravichandran, A Lansner, P Herman Available at SSRN 4613605, 2023 | | 2023 |
Associative memory and deep learning with Hebbian synaptic and structural plasticity N Ravichandran, A Lansner, P Herman ICML Workshop on Localized Learning (LLW) 2023, 2023 | | 2023 |
Modelling homeostatic regulation in multi-objective decision-making NB Ravichandran KTH Royal Institute of Technology, 2018 | | 2018 |
Scalability and Optimization Strategies for GPU Enhanced Neural Networks (GeNN) N Balaji, E Yavuz, T Nowotny arXiv preprint arXiv:1412.0595, 2014 | | 2014 |