Daniel J. Saunders

15 papers B 3Journal 12

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	Lattice map spiking neural networks (LM-SNNs) for clustering and classifying image data. Ann. Math. Artif. Intell. Hananel Hazan, Daniel J. Saunders, Darpan T. Sanghavi, Hava T. Siegelmann, Robert Kozma
2020	B	`conf`	Minibatch Processing for Speed-up and Scalability of Spiking Neural Network Simulation. IJCNN Daniel J. Saunders, Cooper Sigrist, Kenneth Chaney, Robert Kozma, Hava T. Siegelmann
2019	J	`jnl`	Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to ATARI games. CoRR Devdhar Patel, Hananel Hazan, Daniel J. Saunders, Hava T. Siegelmann, Robert Kozma
2019	J	`jnl`	Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to Atari Breakout game. Neural Networks Devdhar Patel, Hananel Hazan, Daniel J. Saunders, Hava T. Siegelmann, Robert Kozma
2019	J	`jnl`	Lattice Map Spiking Neural Networks (LM-SNNs) for Clustering and Classifying Image Data. CoRR Hananel Hazan, Daniel J. Saunders, Darpan T. Sanghavi, Hava T. Siegelmann, Robert Kozma
2019	J	`jnl`	Locally Connected Spiking Neural Networks for Unsupervised Feature Learning. CoRR Daniel J. Saunders, Devdhar Patel, Hananel Hazan, Hava T. Siegelmann, Robert Kozma
2019	J	`jnl`	Locally connected spiking neural networks for unsupervised feature learning. Neural Networks Daniel J. Saunders, Devdhar Patel, Hananel Hazan, Hava T. Siegelmann, Robert Kozma
2019	J	`jnl`	Minibatch Processing in Spiking Neural Networks. CoRR Daniel J. Saunders, Cooper Sigrist, Kenneth Chaney, Robert Kozma, Hava T. Siegelmann
2018	J	`jnl`	BindsNET: A Machine Learning-Oriented Spiking Neural Networks Library in Python. Frontiers Neuroinformatics Hananel Hazan, Daniel J. Saunders, Hassaan Khan, Devdhar Patel, Darpan T. Sanghavi, Hava T. Siegelmann, Robert Kozma
2018	J	`jnl`	BindsNET: A machine learning-oriented spiking neural networks library in Python. CoRR Hananel Hazan, Daniel J. Saunders, Hassaan Khan, Darpan T. Sanghavi, Hava T. Siegelmann, Robert Kozma
2018	J	`jnl`	Investigating the Power of Circuits with MOD CoRR Daniel J. Saunders
2018	B	`conf`	STDP Learning of Image Patches with Convolutional Spiking Neural Networks. IJCNN Daniel J. Saunders, Hava T. Siegelmann, Robert Kozma, Miklós Ruszinkó
2018	J	`jnl`	STDP Learning of Image Patches with Convolutional Spiking Neural Networks. CoRR Daniel J. Saunders, Hava T. Siegelmann, Robert Kozma, Miklós Ruszinkó
2018	B	`conf`	Unsupervised Learning with Self-Organizing Spiking Neural Networks. IJCNN Hananel Hazan, Daniel J. Saunders, Darpan T. Sanghavi, Hava T. Siegelmann, Robert Kozma
2018	J	`jnl`	Unsupervised Learning with Self-Organizing Spiking Neural Networks. CoRR Hananel Hazan, Daniel J. Saunders, Darpan T. Sanghavi, Hava T. Siegelmann, Robert Kozma