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

4 June 2018

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

50 / 64 papers shown

Title
Neuromorphic-based metaheuristics: A new generation of low power, low latency and small footprint optimization algorithms El-ghazali Talbi 7 0 0 22 May 2025
Inferno: An Extensible Framework for Spiking Neural Networks Marissa Dominijanni BDL 36 0 0 17 Sep 2024
Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods Chenlin Zhou Han Zhang Liutao Yu Yumin Ye Zhaokun Zhou Liwei Huang Zhengyu Ma Xiaopeng Fan Huihui Zhou Yonghong Tian 54 11 0 06 May 2024
A Neuromorphic Approach to Obstacle Avoidance in Robot Manipulation Ahmed Faisal Abdelrahman Matias Valdenegro-Toro Maren Bennewitz Paul G. Plöger 44 0 0 08 Apr 2024
Slax: A Composable JAX Library for Rapid and Flexible Prototyping of Spiking Neural Networks Thomas M. Summe Siddharth Joshi 41 2 0 08 Apr 2024
Parallel Hyperparameter Optimization Of Spiking Neural Network Thomas Firmin Pierre Boulet El-Ghazali Talbi 42 3 0 01 Mar 2024
Analysis on Effects of Fault Elements in Memristive Neuromorphic Systems Hyun-Jong Lee Jae-Han Lim 16 0 0 08 Dec 2023
A differentiable brain simulator bridging brain simulation and brain-inspired computing Chaoming Wang Tianqiu Zhang Sichao He Hongyaoxing Gu Shangyang Li Si Wu 29 4 0 09 Nov 2023
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence Wei Fang Yanqing Chen Jianhao Ding Zhaofei Yu T. Masquelier Ding Chen Liwei Huang Huihui Zhou Guoqi Li Yonghong Tian 36 206 0 25 Oct 2023
Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato 28 8 0 30 Jul 2023
Deep Unsupervised Learning Using Spike-Timing-Dependent Plasticity Sen Lu Abhronil Sengupta BDL 29 7 0 08 Jul 2023
SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing Prasanna Date Chathika Gunaratne Shruti R. Kulkarni Robert M. Patton M. Coletti T. Potok 17 3 0 04 May 2023
RescueSNN: Enabling Reliable Executions on Spiking Neural Network Accelerators under Permanent Faults Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif Mohamed Bennai 37 5 0 08 Apr 2023
EnforceSNN: Enabling Resilient and Energy-Efficient Spiking Neural Network Inference considering Approximate DRAMs for Embedded Systems Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif Mohamed Bennai 37 11 0 08 Apr 2023
A Comprehensive Review of Spiking Neural Networks: Interpretation, Optimization, Efficiency, and Best Practices Kai Malcolm Josue Casco-Rodriguez 35 15 0 19 Mar 2023
TopSpark: A Timestep Optimization Methodology for Energy-Efficient Spiking Neural Networks on Autonomous Mobile Agents Rachmad Vidya Wicaksana Putra Mohamed Bennai 42 12 0 03 Mar 2023
Frameworks for SNNs: a Review of Data Science-oriented Software and an Expansion of SpykeTorch D. L. Manna Alex Vicente-Sola Paul Kirkland Trevor Bihl G. D. Caterina 32 8 0 15 Feb 2023
Spyker: High-performance Library for Spiking Deep Neural Networks Shahriar Rezghi Shirsavar M. Dehaqani 14 0 0 31 Jan 2023
Tricking AI chips into Simulating the Human Brain: A Detailed Performance Analysis Lennart P L Landsmeer Max C. W. Engelen Rene Miedema Christos Strydis 18 4 0 31 Jan 2023
Mantis: Enabling Energy-Efficient Autonomous Mobile Agents with Spiking Neural Networks Rachmad Vidya Wicaksana Putra Mohamed Bennai 40 6 0 24 Dec 2022
hxtorch.snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2 Philipp Spilger E. Arnold Luca Blessing Christian Mauch Christian Pehle Eric Müller Johannes Schemmel 19 10 0 23 Dec 2022
Neuromorphic Computing and Sensing in Space Dario Izzo Alexander Hadjiivanov Domink Dold Gabriele Meoni E. Blazquez 26 11 0 10 Dec 2022
Models Developed for Spiking Neural Networks Shahriar Rezghi Shirsavar A. Vahabie M. Dehaqani 29 4 0 08 Dec 2022
Intelligence Processing Units Accelerate Neuromorphic Learning P. Sun A. Titterton Anjlee Gopiani Tim Santos A. Basu Wei D. Lu Jason K. Eshraghian 22 8 0 19 Nov 2022
Integration of Neuromorphic AI in Event-Driven Distributed Digitized Systems: Concepts and Research Directions Mattias Nilsson Olov Schelén Anders Lindgren Ulf Bodin Cristina Paniagua J. Delsing Fredrik Sandin 45 15 0 20 Oct 2022
Astromorphic Self-Repair of Neuromorphic Hardware Systems Zhuang Han Nafiul Islam Abhronil Sengupta 32 5 0 15 Sep 2022
SPAIC: A Spike-based Artificial Intelligence Computing Framework Chaofei Hong Mengwen Yuan Mengxiao Zhang Xiao Wang Chengjun Zhang Jiaxin Wang Gang Pan Zhaohui Wu Huajin Tang 13 0 0 26 Jul 2022
BrainCog: A Spiking Neural Network based Brain-inspired Cognitive Intelligence Engine for Brain-inspired AI and Brain Simulation Yi Zeng Dongcheng Zhao Feifei Zhao Guobin Shen Yiting Dong ... Xin Liu Chen-Yu Du Qingqun Kong Zizhe Ruan Weida Bi 42 70 0 18 Jul 2022
The Case for RISP: A Reduced Instruction Spiking Processor J. Plank Chaohui Zheng Bryson Gullett Nicholas D. Skuda Charles P. Rizzo Catherine D. Schuman Garrett S. Rose 14 12 0 28 Jun 2022
Gradient-based Neuromorphic Learning on Dynamical RRAM Arrays Peng Zhou Jason K. Eshraghian Dong-Uk Choi Wei D. Lu S. Kang 19 16 0 26 Jun 2022
tinySNN: Towards Memory- and Energy-Efficient Spiking Neural Networks Rachmad Vidya Wicaksana Putra Mohamed Bennai 29 6 0 17 Jun 2022
lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents Rachmad Vidya Wicaksana Putra Mohamed Bennai 28 16 0 24 May 2022
Analysis of Power-Oriented Fault Injection Attacks on Spiking Neural Networks Karthikeyan Nagarajan Junde Li Sina Sayyah Ensan Mohammad Nasim Imtiaz Khan Sachhidh Kannan Swaroop Ghosh AAML 17 7 0 10 Apr 2022
A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware Eric Müller E. Arnold O. Breitwieser Milena Czierlinski Arne Emmel ... V. Karasenko Mitja Kleider Aron Leibfried Christian Pehle Johannes Schemmel 35 20 0 21 Mar 2022
Recent Advances and New Frontiers in Spiking Neural Networks Duzhen Zhang Shuncheng Jia Qingyu Wang AAML AI4CE 21 23 0 12 Mar 2022
Neuromorphic Data Augmentation for Training Spiking Neural Networks Yuhang Li Youngeun Kim Hyoungseob Park Tamar Geller Priyadarshini Panda 36 75 0 11 Mar 2022
SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft Errors Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif Mohamed Bennai 31 29 0 10 Mar 2022
Memory via Temporal Delays in weightless Spiking Neural Network Hananel Hazan Simon Caby Christopher Earl H. Siegelmann Michael Levin 28 4 0 15 Feb 2022
Control of Pneumatic Artificial Muscles with SNN-based Cerebellar-like Model Hongbo Zhang Yunshuang Li Yipin Guo Xinyi Chen Qinyuan Ren 24 2 0 22 Sep 2021
Spiking Neural Networks for Visual Place Recognition via Weighted Neuronal Assignments S. Hussaini Michael Milford Tobias Fischer 22 22 0 14 Sep 2021
BioLCNet: Reward-modulated Locally Connected Spiking Neural Networks Hafez Ghaemi Erfan Mirzaei Mahbod Nouri Saeed Reza Kheradpisheh 26 2 0 12 Sep 2021
ReSpawn: Energy-Efficient Fault-Tolerance for Spiking Neural Networks considering Unreliable Memories Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif Mohamed Bennai 28 36 0 23 Aug 2021
Even Faster SNN Simulation with Lazy+Event-driven Plasticity and Shared Atomics Dennis Bautembach Iason Oikonomidis Antonis Argyros 18 2 0 08 Jul 2021
Q-SpiNN: A Framework for Quantizing Spiking Neural Networks Rachmad Vidya Wicaksana Putra Mohamed Bennai MQ 24 44 0 05 Jul 2021
SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments Rachmad Vidya Wicaksana Putra Mohamed Bennai 19 33 0 28 Feb 2021
SparkXD: A Framework for Resilient and Energy-Efficient Spiking Neural Network Inference using Approximate DRAM Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif Mohamed Bennai 16 28 0 28 Feb 2021
Multi-GPU SNN Simulation with Static Load Balancing Dennis Bautembach Iason Oikonomidis Antonis Argyros 13 4 0 09 Feb 2021
Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation Gabriele Lagani Raffaele Mazziotti Fabrizio Falchi Claudio Gennaro G. Cicchini T. Pizzorusso F. Cremisi Giuseppe Amato 19 8 0 18 Dec 2020
Analogical and Relational Reasoning with Spiking Neural Networks Rollin M. Omari R. McKay Tom Gedeon GNN 30 0 0 14 Oct 2020
Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks Weihao Tan Devdhar Patel R. Kozma 25 43 0 30 Sep 2020