Naresh Balaji Ravichandran

23 papers B 4Journal 13Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dynamic Heuristic Neuromorphic Solver for the Edge User Allocation Problem with Bayesian Confidence Propagation Neural Network. CoRR Kecheng Zhang, Anders Lansner, Ahsan Javed Awan, Naresh Balaji Ravichandran, Pawel Andrzej Herman
2025	—	`conf`	A Reconfigurable Stream-Based FPGA Accelerator for Bayesian Confidence Propagation Neural Networks. ARC Muhammad Ihsan Al Hafiz, Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman, Artur Podobas
2025	J	`jnl`	A Reconfigurable Stream-Based FPGA Accelerator for Bayesian Confidence Propagation Neural Networks. CoRR Muhammad Ihsan Al Hafiz, Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman, Artur Podobas
2025	—	`conf`	Embedded FPGA Acceleration of Brain-Like Neural Networks: Online Learning to Scalable Inference. MCSoC Muhammad Ihsan Al Hafiz, Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman, Artur Podobas
2025	J	`jnl`	Embedded FPGA Acceleration of Brain-Like Neural Networks: Online Learning to Scalable Inference. CoRR Muhammad Ihsan Al Hafiz, Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman, Artur Podobas
2025	—	`conf`	Sim-to-Real Neural Perception for Terrain Classification in Search and Rescue Robotics. SSRR Christyan Cruz Ulloa, Naresh Balaji Ravichandran, Diego Argüello Ron, Alicia Prieto, Anders Lansner, Pawel Herman, Jaime del Cerro
2025	J	`jnl`	Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural networks. Neurocomputing Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2024	J	`jnl`	Benchmarking Hebbian learning rules for associative memory. CoRR Anders Lansner, Naresh Balaji Ravichandran, Pawel Andrzej Herman
2024	J	`jnl`	Spiking representation learning for associative memories. CoRR Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2024	J	`jnl`	Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural networks. CoRR Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2023	B	`conf`	Spiking neural networks with Hebbian plasticity for unsupervised representation learning. ESANN Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2023	J	`jnl`	Spiking neural networks with Hebbian plasticity for unsupervised representation learning. CoRR Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2022	—	`conf`	Brain-like Combination of Feedforward and Recurrent Network Components Achieves Prototype Extraction and Robust Pattern Recognition. LOD (2) Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2022	J	`jnl`	Brain-like combination of feedforward and recurrent network components achieves prototype extraction and robust pattern recognition. CoRR Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2021	—	`conf`	Brain-Like Approaches to Unsupervised Learning of Hidden Representations - A Comparative Study. ICANN (5) Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2021	B	`conf`	Semi-supervised learning with Bayesian Confidence Propagation Neural Network. ESANN Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2021	J	`jnl`	Semi-supervised learning with Bayesian Confidence Propagation Neural Network. CoRR Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2021	—	`conf`	StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs. HEART Artur Podobas, Martin Svedin, Steven Wei Der Chien, Ivy Bo Peng, Naresh Balaji Ravichandran, Pawel Andrzej Herman, Anders Lansner, Stefano Markidis
2021	J	`jnl`	StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs. CoRR Artur Podobas, Martin Svedin, Steven Wei Der Chien, Ivy Bo Peng, Naresh Balaji Ravichandran, Pawel Andrzej Herman, Anders Lansner, Stefano Markidis
2020	J	`jnl`	Brain-like approaches to unsupervised learning of hidden representations - a comparative study. CoRR Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2020	B	`conf`	Learning representations in Bayesian Confidence Propagation neural networks. IJCNN Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2020	J	`jnl`	Learning representations in Bayesian Confidence Propagation neural networks. CoRR Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman
2018	B	`conf`	Pedestrian simulation as multi-objective reinforcement learning. IVA Naresh Balaji Ravichandran, Fangkai Yang, Christopher Peters, Anders Lansner, Pawel Andrzej Herman