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2025

Neuro Inspired Computational Elements, NICE 2025, Heidelberg, Germany, March 25-28, 2025IEEE, 2025. [doi]

FeNN: A RISC-V vector processor for Spiking Neural Network accelerationZainab Aizaz, James C. Knight, Thomas Nowotny. nice 2025: 1-7 [doi]

Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate RepresentationSirine Arfa, Bernhard Vogginger, Chen Liu 0031, Johannes Partzsch, Mark Schöne, Christian Mayr 0001. nice 2025: 1-8 [doi]

Short-reach Optical Communications: A Real-world Task for Neuromorphic HardwareElias Arnold, Eike-Manuel Edelmann, Alexander von Bank, Eric Müller 0001, Laurent Schmalen, Johannes Schemmel. nice 2025: 1-8 [doi]

Multi-timescale synaptic plasticity on analog neuromorphic hardwareAmani Atoui, Jakob Kaiser, Sebastian Billaudelle, Philipp Spilger, Eric Müller 0001, Jannik Luboeinski, Christian Tetzlaff, Johannes Schemmel. nice 2025: 1-9 [doi]

Heterogeneous Population Encoding for Multi-joint Regression using sEMG SignalsFarah Baracat, Luca Manneschi, Elisa Donati. nice 2025: 1-6 [doi]

Improved Cleanup and Decoding of Fractional Power EncodingsAlicia Bremer, Jeff Orchard. nice 2025: 1-9 [doi]

Event-based backpropagation on the neuromorphic platform SpiNNaker2Gabriel Béna, Timo Wunderlich, Mahmoud Akl, Bernhard Vogginger, Christian Mayr 0001, Hector A. Gonzalez. nice 2025: 1-10 [doi]

Retina-inspired Object Motion Segmentation for Event-CamerasVictoria Clerico, Shay Snyder, Arya Lohia, Md. Abdullah-Al Kaiser, Gregory Schwartz, Akhilesh Jaiswal 0001, Maryam Parsa. nice 2025: 1-6 [doi]

Biologically-Inspired Representations for Adaptive Control with Spatial Semantic PointersGraeme Damberger, Kathryn Simone, Chandan Datta, Ram Eshwar Kaundinya, Juan Escareño, Chris Eliasmith. nice 2025: 1-10 [doi]

Threshold Adaptation in Spiking Networks Enables Shortest Path Finding and Place DisambiguationRobin Dietrich, Tobias Fischer 0001, Nicolai Waniek, Nico Reeb, Michael Milford, Alois Knoll, Adam D. Hines. nice 2025: 1-11 [doi]

Comply: Learning Sentences with Complex Weights inspired by Fruit Fly OlfactionAlexei Figueroa, Justus Westerhoff, Golzar Atefi, Dennis Fast, Benjamin Winter, Felix Alexander Gers, Alexander Löser, Wolfgang Nejdl. nice 2025: 1-10 [doi]

Exploring Spike Encoder Designs for Near-Sensor Edge ComputingJingang Jin, Zhenhang Zhang, Qinru Qiu. nice 2025: 1-9 [doi]

State-Space Model Inspired Multiple-Input Multiple-Output Spiking NeuronsSanja Karilanova, Subhrakanti Dey, Ayça Özçelikkale. nice 2025: 1-9 [doi]

A Grid Cell-Inspired Structured Vector Algebra for Cognitive MapsSven Krausse, Emre Neftci, Friedrich T. Sommer, Alpha Renner. nice 2025: 1-10 [doi]

Realtime-Capable Hybrid Spiking Neural Networks for Neural Decoding of Cortical ActivityJann Krausse, Alexandru Vasilache, Klaus Knobloch, Jürgen Becker 0001. nice 2025: 1-7 [doi]

OctopuScheduler: On-Chip DNN Scheduling on the SpiNNaker2 Neuromorphic MPSoCTim Langer, Matthias Jobst, Chen Liu 0031, Florian Kelber, Bernhard Vogginger, Christian Mayr 0001. nice 2025: 1-10 [doi]

A LIF-based Legendre Memory Unit as neuromorphic State Space Model benchmarked on a second-long spatio-temporal taskBenedetto Leto, Gianvito Urgese, Enrico Macii, Vittorio Fra. nice 2025: 1-9 [doi]

A Truly Sparse and General Implementation of Gradient-Based Synaptic PlasticityJamie Lohoff, Anil Kaya, Florian Assmuth, Emre Neftci. nice 2025: 1-9 [doi]

A Diagonal Structured State Space Model on Loihi 2 for Efficient Streaming Sequence ProcessingSvea Marie Meyer, Philipp Weidel, Philipp Plank, Leobardo Campos-Macias, Sumit Bam Shrestha, Philipp Stratmann, Jonathan Timcheck, Mathis Richter. nice 2025: 1-9 [doi]

Deep activity propagation via weight initialization in spiking neural networksAurora Micheli, Olaf Booij, Jan van Gemert, Nergis Tömen. nice 2025: 1-9 [doi]

Evolution at the Edge: Real-Time Evolution for Neuromorphic Engine ControlKaran Patel, Ethan Maness, Tyler Nitzsche, Emma G. Brown, Brett Witherspoon, Aaron R. Young, Bryan P. Maldonado, Brian C. Kaul, James S. Plank, Catherine D. Schuman. nice 2025: 1-8 [doi]

A feedback control optimizer for online and hardware-aware training of Spiking Neural NetworksMatteo Saponati, Chiara De Luca, Giacomo Indiveri, Benjamin F. Grewe. nice 2025: 1-10 [doi]

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic HardwareHartmut Schmidt, Andreas Grübl, José Montes, Eric Müller 0001, Sebastian Schmitt, Johannes Schemmel. nice 2025: 1-5 [doi]

The Spatial Effect of the Pinna for Neuromorphic Speech DenoisingRanganath Selagamsetty, Joshua San Miguel, Mikko H. Lipasti. nice 2025: 1-10 [doi]

Eventprop training for efficient neuromorphic applicationsThomas Shoesmith, James C. Knight, Balazs Meszaros, Jonathan Timcheck, Thomas Nowotny. nice 2025: 1-7 [doi]

Integrating programmable plasticity in experiment descriptions for analog neuromorphic hardwarePhilipp Spilger, Eric Müller 0001, Johannes Schemmel. nice 2025: 1-8 [doi]

VIBE: Enhancing Unsupervised Continual Learning with Autonomous Novelty DetectionBalachandran Swaminathan, Jack Sampson. nice 2025: 1-10 [doi]

Dedicated Class Subnetworks for SNN Class Incremental LearningKaty Warr, Jonathon Hare, David Thomas. nice 2025: 1-10 [doi]

Hardware architecture and routing-aware training for optimal memory usage: a case studyJimmy Weber, Théo Ballet, Melika Payvand. nice 2025: 1-5 [doi]

Never Reset Again: A Mathematical Framework for Continual Inference in Recurrent Neural NetworksBojian Yin, Federico Corradi. nice 2025: 1-9 [doi]

A Milling Swarm of Ground Robots using Spiking Neural NetworksKevin Zhu, Shay Snyder, Ricardo Vega, Maryam Parsa, Cameron Nowzari. nice 2025: 1-9 [doi]

2024

jaxsnn: Event-driven Gradient Estimation for Analog Neuromorphic HardwareEric Müller 0001, Moritz Althaus, Elias Arnold, Philipp Spilger, Christian Pehle, Johannes Schemmel. nice 2024: 1-6 [doi]

Neuro Inspired Computational Elements Conference, NICE 2024, La Jolla, CA, USA, April 23-26, 2024IEEE, 2024. [doi]

Spiking Neural Network-based Flight ControllerDiego Chavez Arana, Omar A. García A., Luis Rodolfo García Carrillo, Ignácio Rubio Scola, Eduardo Steed Espinoza, Andrew T. Sornborger. nice 2024: 1-8 [doi]

Compute-in-Memory with 6T-RRAM Memristive Circuit for Next-Gen Neuromorphic HardwareKang Jun Bai, Hao Jiang 0014. nice 2024: 1-5 [doi]

Quantized Context Based LIF Neurons for Recurrent Spiking Neural Networks in 45nmSai Sukruth Bezugam, Yihao Wu, JaeBum Yoo, Dmitri Strukov, Bongjin Kim. nice 2024: 1-7 [doi]

Biological Dynamics Enabling Training of Binary Recurrent NetworksG. William Chapman, Corinne Teeter, Sapan Agarwal, T. Patrick Xiao, Park Hays, Srideep Musuvathy. nice 2024: 1-7 [doi]

PETNet-Coincident Particle Event Detection using Spiking Neural NetworksJan Debus, Charlotte Debus, Günther Dissertori, Markus Götz. nice 2024: 1-9 [doi]

*P. Michael Furlong, Nicole Sandra-Yaffa Dumont, Jeff Orchard. nice 2024: 1-5 [doi]

GPU-RANC: A CUDA Accelerated Simulation Framework for Neuromorphic ArchitecturesMd Sahil Hassan, Michael Inouye, Miguel Castro-Gonzalez, Ilkin Aliyev, Joshua Mack, Maisha Hafiz, Ali Akoglu. nice 2024: 1-7 [doi]

Explaining Neural Spike Activity for Simulated Bio-plausible Network through Deep Sequence LearningShruti R. Kulkarni, Anika Tabassum, Seung-Hwan Lim, Catherine D. Schuman, Bradley H. Theilman, Fred Rothganger, Felix Wang, James B. Aimone. nice 2024: 1-7 [doi]

Energy Efficient Implementation of MVM Operations Using Filament-Free Bulk RRAM ArrayAshwani Kumar, Jaeseoung Park, Yucheng Zhou, Jeong-Hoon Kim, Soumil Jain, Catherine D. Schuman, Gert Cauwenberghs, Duygu Kuzum. nice 2024: 1-5 [doi]

Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator NetworksChristopher J. Kymn, Sonia Mazelet, Annabel Ng, Denis Kleyko, Bruno A. Olshausen. nice 2024: 1-9 [doi]

TickTockTokens: a minimal building block for event-driven systemsJohannes Leugering. nice 2024: 1-8 [doi]

NeRTCAM: CAM-Based CMOS Implementation of Reference Frames for Neuromorphic ProcessorsHarideep Nair, William Leyman, Agastya Sampath, Quinn Jacobson, John Paul Shen. nice 2024: 1-9 [doi]

Text-to-Events: Synthetic Event Camera Streams from Conditional Text InputJoachim Ott, Zuowen Wang, Shih-Chii Liu. nice 2024: 1-10 [doi]

Expressive Dendrites in Spiking NetworksMark Plagge, Suma George Cardwell, Frances S. Chance. nice 2024: 1-8 [doi]

Hardware-aware Few-shot Learning on a Memristor-based Small-world ArchitectureKarthik Charan Raghunathan, Yigit Demirag, Emre Neftci, Melika Payvand. nice 2024: 1-8 [doi]

Leveraging Sparsity of SRNNs for Reconfigurable and Resource-Efficient Network-on-ChipManu Rathore, Garrett S. Rose. nice 2024: 1-8 [doi]

Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings SamplingAli Safa, Vikrant Jaltare, Samira Sebt, Kameron Gano, Johannes Leugering, Georges G. E. Gielen, Gert Cauwenberghs. nice 2024: 1-5 [doi]

Embracing the Hairball: An Investigation of Recurrence in Spiking Neural Networks for ControlCatherine D. Schuman, Charles P. Rizzo, Garrett S. Rose, James S. Plank. nice 2024: 1-5 [doi]

Spiking Physics-Informed Neural Networks on Loihi 2Bradley H. Theilman, Qian Zhang, Adar Kahana, Eric C. Cyr, Nathaniel Trask, James B. Aimone, George Em Karniadakis. nice 2024: 1-6 [doi]

SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural NetworksSreyes Venkatesh, Razvan Marinescu, Jason K. Eshraghian. nice 2024: 1-10 [doi]

2023

SIFT-ONN: SIFT Feature Detection Algorithm Employing ONNs for Edge DetectionMadeleine Abernot, Sylvain Gauthier, Théophile Gonos, Aida Todri-Sanial. nice 2023: 100-107 [doi]

Spiking LCA in a Neural Circuit with Dictionary Learning and Synaptic NormalizationDiego Chavez Arana, Alpha Renner, Andrew T. Sornborger. nice 2023: 47-51 [doi]

Additive manufacture of polymeric organometallic ferroelectric diodes (POMFeDs) for structural neuromorphic hardwareDavin Browner, Sina Sareh, Paul Anderson. nice 2023: 92-99 [doi]

Shunting Inhibition as a Neural-Inspired Mechanism for Multiplication in Neuromorphic ArchitecturesFrances S. Chance, Suma George Cardwell. nice 2023: 41-46 [doi]

NEO: Neuron State Dependent Mechanisms for Efficient Continual LearningAnurag Reddy Daram, Dhireesha Kudithipudi. nice 2023: 11-19 [doi]

Easy and efficient spike-based Machine Learning with mlGeNNJames C. Knight, Thomas Nowotny. nice 2023: 115-120 [doi]

Neuro-Inspired Computational Elements Conference, NICE2023, San Antonio, TX, USA, April 11-14, 2023Dhireesha Kudithipudi, Charlotte Frenkel, Suma Cardwell, James B. Aimone, editors, ACM, 2023. [doi]

Sigma-Delta Networks for Robot Arm ControlWallace Lawson, Anthony M. Harrison, J. Gregory Trafton. nice 2023: 35-40 [doi]

Impact of Noisy Input on Evolved Spiking Neural Networks for Neuromorphic SystemsKaran P. Patel, Catherine D. Schuman. nice 2023: 52-56 [doi]

AEStream: Accelerated event-based processing with coroutinesJens Egholm Pedersen, Jörg Conradt. nice 2023: 86-91 [doi]

Translation and Scale Invariance for Event-Based Object trackingJens Egholm Pedersen, Raghav Singhal, Jörg Conradt. nice 2023: 79-85 [doi]

Modeling Coordinate Transformations in the Dragonfly Nervous SystemClaire E. Plunkett, Frances Chance. nice 2023: 6-10 [doi]

Neuromorphic Downsampling of Event-Based Camera OutputCharles Rizzo, Catherine D. Schuman, James S. Plank. nice 2023: 26-34 [doi]

SupportHDC: Hyperdimensional Computing with Scalable Hypervector SparsityAli Safa, Ilja Ocket, Francky Catthoor, Georges G. E. Gielen. nice 2023: 20-25 [doi]

Exploring Information-Theoretic Criteria to Accelerate the Tuning of Neuromorphic Level-Crossing ADCsAli Safa, Jonah Van Assche, Charlotte Frenkel, André Bourdoux, Francky Catthoor, Georges G. E. Gielen. nice 2023: 63-70 [doi]

Demonstration of neuromorphic sequence learning on a memristive arraySebastian Siegel, Tobias Ziegler 0005, Younes Bouhadjar, Tom Tetzlaff, Rainer Waser, Regina Dittmann, Dirk J. Wouters. nice 2023: 108-114 [doi]

hxtorch.snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2Philipp Spilger, Elias Arnold, Luca Blessing, Christian Mauch, Christian Pehle, Eric Müller 0001, Johannes Schemmel. nice 2023: 57-62 [doi]

Speech2Spikes: Efficient Audio Encoding Pipeline for Real-time Neuromorphic SystemsKenneth Michael Stewart, Timothy M. Shea, Noah Pacik-Nelson, Eric M. Gallo, Andreea Danielescu 0001. nice 2023: 71-78 [doi]

Goemans-Williamson MAXCUT approximation algorithm on LoihiBradley H. Theilman, James B. Aimone. nice 2023: 1-5 [doi]

2022

Oscillatory Neural Network as Hetero-Associative Memory for Image Edge DetectionMadeleine Abernot, Thierry Gil, Aida Todri-Sanial. nice 2022: 13-21 [doi]

Information Theory Limits of Neuromorphic Energy EfficiencyPau Vilimelis Aceituno. nice 2022: 86-87 [doi]

A Neuromorphic Normalization Algorithm for Stabilizing Synaptic Weights with Application to Dictionary Learning in LCADiego Chavez Arana, Alpha Renner, Andrew T. Sornborger. nice 2022: 58-60 [doi]

Efficient Optimized Spike Encoding of Multivariate Time-seriesDighanchal Banerjee, Sounak Dey, Arun M. George, Arijit Mukherjee. nice 2022: 22-28 [doi]

Quantum many-body states: A novel neuromorphic applicationAndreas Baumbach, Robert Klassert, Stefanie Czischek, Martin Gärttner, Mihai A. Petrovici. nice 2022: 104-106 [doi]

Temporal and Spatio-temporal domains for Neuromorphic Tactile Texture ClassificationGeorge Brayshaw, Benjamin Ward-Cherrier, Martin Pearson. nice 2022: 50-57 [doi]

Optimal Oscillator Memory NetworksConnor Bybee, Friedrich T. Sommer. nice 2022: 81-83 [doi]

Rapid Inference of Geographical Location with an Event-based Electronic NoseNik Dennler, Damien Drix, Shavika Rastogi, André van Schaik, Michael Schmuker. nice 2022: 112-114 [doi]

Computing on Functions Using Randomized Vector Representations (in brief)Edward Paxon Frady, Denis Kleyko, Christopher J. Kymn, Bruno A. Olshausen, Friedrich T. Sommer. nice 2022: 115-122 [doi]

Towards the Neuromorphic Implementation of the Auditory Perception in the iCub Robotic PlatformDaniel Gutierrez-Galan, Chiara Bartolozzi, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco. nice 2022: 11-12 [doi]

Integer Factorization with Compositional Distributed RepresentationsDenis Kleyko, Connor Bybee, Christopher J. Kymn, Bruno A. Olshausen, Amir Khosrowshahi, Dmitri E. Nikonov, Friedrich T. Sommer, Edward Paxon Frady. nice 2022: 73-80 [doi]

Efficient GPU training of LSNNs using ePropJames C. Knight, Thomas Nowotny. nice 2022: 8-10 [doi]

The Yin-Yang datasetLaura Kriener, Julian Göltz, Mihai A. Petrovici. nice 2022: 107-111 [doi]

Modeling and analyzing neuromorphic SNNs as discrete event systemsJohannes Leugering. nice 2022: 61-62 [doi]

Sequence Learning and Consolidation on Loihi using On-chip PlasticityJack Lindsey, James B. Aimone. nice 2022: 70-72 [doi]

NICE 2022: Neuro-Inspired Computational Elements Conference, Virtual Event, USA, 28 March 2022- 1 April 2022Murat Okandan, James B. Aimone, editors, ACM, 2022. [doi]

Benchmarking a Bio-inspired SNN on a Neuromorphic SystemLuke Parker, Frances Chance, Suma Cardwell. nice 2022: 63-66 [doi]

Online learning in SNNs with e-prop and Neuromorphic HardwareAdam Perrett, Sara Summerton, Andrew Gait, Oliver Rhodes. nice 2022: 32-39 [doi]

Stable Lifelong Learning: Spiking neurons as a solution to instability in plastic neural networksSamuel Schmidgall, Joe Hays. nice 2022: 1-7 [doi]

Evaluating parameter tuning and real-time closed-loop simulation of large scale spiking networks before mapping to neuromorphic hardware: Comparing GeNN and NESTFelix Johannes Schmitt, Martin Paul Nawrot. nice 2022: 29-31 [doi]

A Framework to Enable Top-Down Co-Design of Neuromorphic Systems for Real-World ApplicationsCatherine D. Schuman, James S. Plank, Robert M. Patton, Thomas E. Potok, Garrett S. Rose. nice 2022: 84-85 [doi]

Encoding Event-Based Data With a Hybrid SNN Guided Variational Auto-encoder in Neuromorphic HardwareKenneth Stewart, Andreea Danielescu, Timothy M. Shea, Emre Neftci. nice 2022: 88-97 [doi]

Demonstrating BrainScaleS-2 Inter-Chip Pulse-Communication using EXTOLLTobias Thommes, Sven Bordukat, Andreas Grübl, Vitali Karasenko, Eric Müller 0001, Johannes Schemmel. nice 2022: 98-100 [doi]

Event-based dataset for classification and pose estimationJames Paul Turner, Jens Pedersen, Jörg Conradt, Thomas Nowotny. nice 2022: 101-103 [doi]

Neural Mini-Apps as a Tool for Neuromorphic Computing InsightCraig M. Vineyard, Suma Cardwell, Frances S. Chance, Srideep Musuvathy, Fred Rothganger, William Severa, John Smith, Corinne Teeter, Felix Wang, James B. Aimone. nice 2022: 40-49 [doi]

Localization through Grid-basedEncodings on Digital Elevation ModelsFelix Wang, Corinne Teeter, Sarah Luca, Srideep Musuvathy, Brad Aimone. nice 2022: 67-69 [doi]

2020

Evolving Spiking Neural Networks for Robot Sensory-motor Decision Tasks of Varying DifficultyJ. David Schaffer. nice 2020: [doi]

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