Neuromorphic Nearest-Neighbor Search Using Intel's Pohoiki Springs

Neuro Inspired Computational Elements Workshop (NICE), 2020

27 April 2020

Garrick Orchard

Mike Davies

Papers citing "Neuromorphic Nearest-Neighbor Search Using Intel's Pohoiki Springs"

21 / 21 papers shown

Title
Reply to: Limitations in odour recognition and generalisation in a neuromorphic olfactory circuit Roy Moyal N. Imam T. A. Cleland 48 0 0 01 Nov 2024
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing Kenneth Stewart Michael Neumeier Sumit Bam Shrestha Garrick Orchard Emre Neftci 169 0 0 28 Aug 2024
Neuromorphic hardware for sustainable AI data centers Bernhard Vogginger A. Rostami Vaibhav Jain Sirine Arfa Andreas Hantsch ... Ulrike Faltings Hector A. Gonzalez Chen Liu Christian Mayr Wolfgang Maaß 330 14 0 04 Feb 2024
Applications of Spiking Neural Networks in Visual Place RecognitionIEEE Transactions on robotics (TRO), 2023 S. Hussaini Michael Milford Tobias Fischer 478 11 0 22 Nov 2023
Deep Unsupervised Learning Using Spike-Timing-Dependent Plasticity Sen Lu Abhronil Sengupta BDL 249 10 0 08 Jul 2023
Security-Aware Approximate Spiking Neural NetworksDesign, Automation and Test in Europe (DATE), 2023 Syed Tihaam Ahmad Ayesha Siddique K. A. Hoque AAML 107 4 0 12 Jan 2023
Ensembles of Compact, Region-specific & Regularized Spiking Neural Networks for Scalable Place RecognitionIEEE International Conference on Robotics and Automation (ICRA), 2022 S. Hussaini Michael Milford Tobias Fischer 202 10 0 19 Sep 2022
Visual Odometry with Neuromorphic Resonator Networks Alpha Renner Lazar Supic Andreea Danielescu Giacomo Indiveri E. P. Frady Friedrich T. Sommer Yulia Sandamirskaya 320 11 0 05 Sep 2022
Scalable Nanophotonic-Electronic Spiking Neural NetworksIEEE Journal of Selected Topics in Quantum Electronics (JSTQE), 2022 Luis El Srouji Mehmet Yun-Jhu Lee Berkay On Li Zhang Fellow Ieee Fellow Optica S.J. Ben Yoo 130 9 0 28 Aug 2022
Integer Factorization with Compositional Distributed RepresentationsNeuro Inspired Computational Elements Workshop (NICE), 2022 Denis Kleyko Connor Bybee Christopher J. Kymn Bruno A. Olshausen A. Khosrowshahi Dmitri E. Nikonov Friedrich T. Sommer E. P. Frady CoGe 128 10 0 02 Mar 2022
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and ChallengesACM Computing Surveys (CSUR), 2021 Denis Kleyko D. Rachkovskij Evgeny Osipov A. Rahim 377 160 0 12 Nov 2021
Hyperseed: Unsupervised Learning with Vector Symbolic Architectures Evgeny Osipov Sachin Kahawala D. Haputhanthri Thimal Kempitiya Daswin De Silva D. Alahakoon Denis Kleyko 276 33 0 15 Oct 2021
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation Youngeun Kim Joshua Chough Priyadarshini Panda 156 89 0 14 Oct 2021
Spiking Neural Networks for Visual Place Recognition via Weighted Neuronal Assignments S. Hussaini Michael Milford Tobias Fischer 83 25 0 14 Sep 2021
Vector Symbolic Architectures as a Computing Framework for Emerging HardwareProceedings of the IEEE (Proc. IEEE), 2021 Denis Kleyko Mike Davies E. P. Frady P. Kanerva Spencer J. Kent ... Evgeny Osipov J. Rabaey D. Rachkovskij Abbas Rahimi Friedrich T. Sommer 210 75 0 09 Jun 2021
PrivateSNN: Privacy-Preserving Spiking Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2021 Youngeun Kim Yeshwanth Venkatesha Priyadarshini Panda 146 28 0 07 Apr 2021
PeleNet: A Reservoir Computing Framework for Loihi Carlo Michaelis 83 3 0 24 Nov 2020
Variable Binding for Sparse Distributed Representations: Theory and ApplicationsIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 E. P. Frady Denis Kleyko Friedrich T. Sommer 158 61 0 14 Sep 2020
DIET-SNN: Direct Input Encoding With Leakage and Threshold Optimization in Deep Spiking Neural Networks Nitin Rathi Kaushik Roy 286 144 0 09 Aug 2020
Neuromorphic Computing for Content-based Image Retrieval Te-Yuan Liu A. Mahjoubfar Daniel Prusinski Luis Stevens VLM 126 11 0 04 Aug 2020
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017 Jeff Johnson Matthijs Douze Edouard Grave 797 4,389 0 28 Feb 2017