Saeed Afshar

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 21

Top Topics

Feature Extraction

Efficient Implementation

Motion Segmentation

Top Venues

INNS DLIA@IJCNN

Publications

Sami Arja, Alexandre Marcireau, Saeed Afshar, Bharath Ramesh, Gregory Cohen
Unsupervised Motion Segmentation for Neuromorphic Aerial Surveillance. CoRR (2024)
Ali Mehrabi, Nik Dennler, Yeshwanth Bethi, André van Schaik, Saeed Afshar
Real-Time Anomaly Detection Using Hardware-based Unsupervised Spiking Neural Network (TinySNN). ISIE (2024)
Sami Arja, Alexandre Marcireau, Richard L. Balthazor, Matthew G. McHarg, Saeed Afshar, Gregory Cohen
Density Invariant Contrast Maximization for Neuromorphic Earth Observations. CoRR (2023)
Sérgio F. Chevtchenko, Yeshwanth Bethi, Teresa Bernarda Ludermir, Saeed Afshar
A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations. CoRR (2023)
Ali Mehrabi, Yeshwanth Bethi, André van Schaik, Andrew Wabnitz, Saeed Afshar
Efficient Implementation of a Multi-Layer Gradient-Free Online-Trainable Spiking Neural Network on FPGA. CoRR (2023)
Ali Mehrabi, Yeshwanth Bethi, André van Schaik, Saeed Afshar
An Optimized Multi-layer Spiking Neural Network implementation in FPGA Without Multipliers. INNS DLIA@IJCNN (2023)
Sami Arja, Alexandre Marcireau, Richard L. Balthazor, Matthew G. McHarg, Saeed Afshar, Gregory Cohen
Density Invariant Contrast Maximization for Neuromorphic Earth Observations. CVPR Workshops (2023)
Yeshwanth Bethi, Ying Xu, Gregory Cohen, André van Schaik, Saeed Afshar
An Optimized Deep Spiking Neural Network Architecture Without Gradients. IEEE Access 10 (2022)
Ying Xu, Samalika Lakmali Perera, Yeshwanth Bethi, Saeed Afshar, André van Schaik
Event-driven Spectrotemporal Feature Extraction and Classification using a Silicon Cochlea Model. CoRR (2022)
Md Atiqul Islam, Ying Xu, Saeed Afshar, Travis Monk, André van Schaik
Investigation of Auditory Nerve Model and Conventional Approaches in Noise-Robust Speaker Identification. ICFSP (2021)
Yeshwanth Bethi, Ying Xu, Gregory Cohen, André van Schaik, Saeed Afshar
An optimised deep spiking neural network architecture without gradients. CoRR (2021)
Tobi Delbrück, Ibrahim Abe M. Elfadel, Shahzad Muzaffar, Germain Haessig, Bo Wang, Amine Bermak, Rui Graca, Luis A. Camuñas-Mesa, Bathiya Senevirathna, Pamela Abshire, Bernabé Linares-Barranco, Saeed Afshar, Shih-Chii Liu, Runchun Mark Wang, Piotr Dudek, Stephen J. Carey, José M. de la Rosa, Marc Dandin, Sheung Lu, Vincent Frick, Teresa Serrano-Gotarredona, Paula López, Melika Payvand, Advait Madhavan, Eric R. Fossum, Juan Camilo Vasquez Tieck, Ian Williams, Yan Liu, Timothy G. Constandinou, Alexander Serb, Ricardo Carmona-Galán, Robert Nawrocki, Walter D. Leon-Salas
Lessons Learned the Hard Way. ISCAS (2020)
Saeed Afshar, Nicholas Ralph, Ying Xu, Jonathan Tapson, André van Schaik, Gregory Cohen
Event-Based Feature Extraction Using Adaptive Selection Thresholds. Sensors 20 (6) (2020)
Ying Xu, Saeed Afshar, Ram Kuber Singh, Runchun Wang, André van Schaik, Tara Julia Hamilton
A Binaural Sound Localization System using Deep Convolutional Neural Networks. ISCAS (2019)
Saeed Afshar, Andrew P. Nicholson, André van Schaik, Gregory Cohen
Event-based Object Detection and Tracking for Space Situational Awareness. CoRR (2019)
Saeed Afshar, Ying Xu, Jonathan Tapson, André van Schaik, Gregory Cohen
Event-based Feature Extraction Using Adaptive Selection Thresholds. CoRR (2019)
Ying Xu, Saeed Afshar, Ram Kuber Singh, Tara Julia Hamilton, Runchun Wang, André van Schaik
A Machine Hearing System for Binaural Sound Localization based on Instantaneous Correlation. ISCAS (2018)
Gregory Cohen, Saeed Afshar, Garrick Orchard, Jonathan Tapson, Ryad Benosman, André van Schaik
Spatial and Temporal Downsampling in Event-Based Visual Classification. IEEE Trans. Neural Networks Learn. Syst. 29 (10) (2018)
Satrajit Chakraborty, Priyanka P, Sarthak Gupta, Saeed Afshar, Tara Julia Hamilton, Chetan Singh Thakur
Neuromorphic Object Tracking Architecture, Based on Compound Eyes, and Implementation on FPGA. MWSCAS (2018)
Gregory Cohen, Saeed Afshar, Jonathan Tapson, André van Schaik
EMNIST: an extension of MNIST to handwritten letters. CoRR (2017)
Gregory Cohen, Saeed Afshar, Jonathan Tapson, André van Schaik
EMNIST: Extending MNIST to handwritten letters. IJCNN (2017)
Chetan Singh Thakur, Runchun Wang, Saeed Afshar, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
An Online Learning Algorithm for Neuromorphic Hardware Implementation. CoRR (2015)
Saeed Afshar, Libin George, Chetan Singh Thakur, Jonathan Tapson, André van Schaik, Philip de Chazal, Tara Julia Hamilton
Turn Down That Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron. IEEE Trans. Biomed. Circuits Syst. 9 (2) (2015)
Richard James Sofatzis, Saeed Afshar, Tara Julia Hamilton
The Synaptic Kernel Adaptation Network. ISCAS (2014)
Tara Julia Hamilton, Saeed Afshar, André van Schaik, Jonathan Tapson
Stochastic Electronics: A Neuro-Inspired Design Paradigm for Integrated Circuits. Proc. IEEE 102 (5) (2014)
Richard James Sofatzis, Saeed Afshar, Tara Julia Hamilton
Rotationally invariant vision recognition with neuromorphic transformation and learning networks. ISCAS (2014)
Saeed Afshar, Libin George, Jonathan Tapson, André van Schaik, Philip de Chazal, Tara Julia Hamilton
Turn Down that Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron. CoRR (2014)
Saeed Afshar, Libin George, Jonathan Tapson, André van Schaik, Tara Julia Hamilton
Racing to Learn: Statistical Inference and Learning in a Single Spiking Neuron. CoRR (2014)
Jonathan Tapson, Gregory Cohen, Saeed Afshar, Klaus M. Stiefel, Y. Buskila, Runchun Wang, Tara Julia Hamilton, André van Schaik
Synthesis of neural networks for spatio-temporal spike pattern recognition and processing CoRR (2013)
Saeed Afshar, Gregory Cohen, Runchun Wang, André van Schaik, Jonathan Tapson, Torsten Lehmann, Tara Julia Hamilton
The Ripple Pond: Enabling Spiking Networks to See. CoRR (2013)
Saeed Afshar, Omid Kavehei, André van Schaik, Jonathan Tapson, Stan Skafidas, Tara Julia Hamilton
Emergence of competitive control in a memristor-based neuromorphic circuit. IJCNN (2012)