BindsNET: A machine learning-oriented spiking neural networks library in
Python

BindsNET: A machine learning-oriented spiking neural networks library in Python

4 June 2018

Darpan T. Sanghavi

Papers citing "BindsNET: A machine learning-oriented spiking neural networks library in Python"

14 / 64 papers shown

Title
On the Self-Repair Role of Astrocytes in STDP Enabled Unsupervised SNNs Mehul Rastogi Sen Lu Nafiul Islam Abhronil Sengupta 14 21 0 08 Sep 2020
Reinforcement Learning with Feedback-modulated TD-STDP Stephen Chung R. Kozma 9 3 0 29 Aug 2020
FSpiNN: An Optimization Framework for Memory- and Energy-Efficient Spiking Neural Networks Rachmad Vidya Wicaksana Putra Mohamed Bennai 16 46 0 17 Jul 2020
Neuromorphic Processing and Sensing: Evolutionary Progression of AI to Spiking Philippe Reiter G. R. Jose Spyridon Bizmpikis Ionela-Ancuta Cîrjila 24 1 0 10 Jul 2020
NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips Valerio Venceslai Alberto Marchisio Ihsen Alouani Maurizio Martina Mohamed Bennai AAML 13 34 0 16 May 2020
An Efficient Software-Hardware Design Framework for Spiking Neural Network Systems K. Dang B. Abderazek 16 4 0 22 Mar 2020
Exploring the Connection Between Binary and Spiking Neural Networks Sen Lu Abhronil Sengupta MQ 14 102 0 24 Feb 2020
Faster and Simpler SNN Simulation with Work Queues Dennis Bautembach Iason Oikonomidis Nikolaos Kyriazis Antonis Argyros 8 7 0 16 Dec 2019
Minibatch Processing in Spiking Neural Networks D. J. Saunders Cooper Sigrist Kenneth Chaney R. Kozma H. Siegelmann 14 3 0 05 Sep 2019
Lattice Map Spiking Neural Networks (LM-SNNs) for Clustering and Classifying Image Data Hananel Hazan D. J. Saunders Darpan T. Sanghavi H. Siegelmann R. Kozma 8 17 0 04 Jun 2019
Locally Connected Spiking Neural Networks for Unsupervised Feature Learning D. J. Saunders Devdhar Patel Hananel Hazan H. Siegelmann R. Kozma 22 53 0 12 Apr 2019
Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to ATARI games Devdhar Patel Hananel Hazan D. J. Saunders H. Siegelmann R. Kozma OffRL 6 9 0 26 Mar 2019
SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per Neuron Milad Mozafari M. Ganjtabesh A. Nowzari-Dalini T. Masquelier 38 98 0 06 Mar 2019
Direct Training for Spiking Neural Networks: Faster, Larger, Better Yujie Wu Lei Deng Guoqi Li Jun Zhu Luping Shi 46 642 0 16 Sep 2018