Neelava Sengupta
Auckland University of Technology(NZ)
Publications by Year
Research Areas
Advanced Memory and Neural Computing, Neural dynamics and brain function, Neural Networks and Reservoir Computing, Neural Networks and Applications, Genomics and Phylogenetic Studies
Most-Cited Works
- → Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications(2015)181 cited
- → Spike-time encoding as a data compression technique for pattern recognition of temporal data(2017)42 cited
- → Integrating Space, Time, and Orientation in Spiking Neural Networks: A Case Study on Multimodal Brain Data Modeling(2018)37 cited
- → Framework for Knowledge Driven Optimisation Based Data Encoding for Brain Data Modelling Using Spiking Neural Network Architecture(2015)15 cited
- → Cyber fraud detection using evolving spiking neural network(2016)10 cited
- → Application of Intelligent Techniques for Classification of Bacteria Using Protein Sequence-Derived Features(2013)9 cited
- → From von neumann, John Atanasoff and ABC to Neuromorphic computation and the NeuCube spatio-temporal data machine(2016)8 cited
- → From von Neumann Architecture and Atanasoff’s ABC to Neuromorphic Computation and Kasabov’s NeuCube. Part II: Applications(2018)5 cited
- Neuromorphic computational models for machine learning and pattern recognition from multi-modal time-series data(2018)
- → Which method to use for optimal structure and function representation of large spiking neural networks: A case study on the NeuCube architecture(2016)1 cited