Memory and information processing in neuromorphic systems

10 June 2015

Papers citing "Memory and information processing in neuromorphic systems"

50 / 53 papers shown

Title
A brain-inspired generative model for EEG-based cognitive state identification Bin Hu Z. Guan 19 0 0 03 May 2025
Ultra-Low-Power Spiking Neurons in 7 nm FinFET Technology: A Comparative Analysis of Leaky Integrate-and-Fire, Morris-Lecar, and Axon-Hillock Architectures Logan Larsh Raiyan Siddique Sarah Sharif Yaser Mike Banad 10 0 0 21 Apr 2025
Bio-inspired AI: Integrating Biological Complexity into Artificial Intelligence Nima Dehghani Michael Levin 62 0 0 22 Nov 2024
Neuromorphic IoT Architecture for Efficient Water Management: A Smart Village Case Study Mugdim Bublin Heimo Hirner Antoine-Martin Lanners Radu Grosu GNN 23 0 0 25 Oct 2024
Neuromorphic Spintronics Atreya Majumdar Karin Everschor-Sitte AILaw 24 0 0 16 Sep 2024
Continuous-Time Neural Networks Can Stably Memorize Random Spike Trains Hugo Aguettaz Hans-Andrea Loeliger 14 0 0 02 Aug 2024
Manifold Learning via Memory and Context Xin Li 16 0 0 17 May 2024
Fully Spiking Actor Network with Intra-layer Connections for Reinforcement Learning Ding Chen Peixi Peng Tiejun Huang Yonghong Tian 8 1 0 09 Jan 2024
Neuromorphic Auditory Perception by Neural Spiketrum Huajin Tang Pengjie Gu Jayawan H. B. Wijekoon Mhd Anas Alsakkal Ziming Wang Jiangrong Shen Rui Yan 15 2 0 11 Sep 2023
Exploiting Noise as a Resource for Computation and Learning in Spiking Neural Networks Gehua (Marcus) Ma Rui Yan Huajin Tang 11 15 0 25 May 2023
A method for the ethical analysis of brain-inspired AI M. Farisco Gianluca Baldassarre Emilio Cartoni A. Leach Mihai A. Petrovici A. Rosemann Arleen Salles B. Stahl Sacha Jennifer van Albada 8 1 0 18 May 2023
What is Cognitive Computing? An Architecture and State of The Art S. Elnagar Manoj A. Thomas Kweku-Muata A. Osei-Bryson 6 3 0 02 Jan 2023
Vector Symbolic Finite State Machines in Attractor Neural Networks Madison Cotteret Hugh Greatorex Martin Ziegler Elisabetta Chicca 16 4 0 02 Dec 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 14 7 0 20 Oct 2022
NET-TEN: a silicon neuromorphic network for low-latency detection of seizures in local field potentials Margherita Ronchini Yasser Rezaeiyan M. Zamani G. Panuccio F. Moradi 8 6 0 19 Oct 2022
Spiking neural networks for nonlinear regression Alexander Henkes Jason Eshraghian Henning Wessels 18 14 0 06 Oct 2022
Visual Odometry with Neuromorphic Resonator Networks Alpha Renner Lazar Supic Andreea Danielescu Giacomo Indiveri E. P. Frady Friedrich T. Sommer Yulia Sandamirskaya 20 3 0 05 Sep 2022
Neuromorphic Visual Scene Understanding with Resonator Networks Alpha Renner Lazar Supic Andreea Danielescu Giacomo Indiveri Bruno A. Olshausen Yulia Sandamirskaya Friedrich T. Sommer E. P. Frady 11 19 0 26 Aug 2022
The Free Energy Principle drives neuromorphic development C. Fields Karl J. Friston J. Glazebrook Michael Levin A. Marcianò 14 11 0 20 Jul 2022
Spiking Neural Network Integrated Circuits: A Review of Trends and Future Directions A. Basu Charlotte Frenkel Lei Deng Xueyong Zhang 15 47 0 14 Mar 2022
Deep Reinforcement Learning with Spiking Q-learning Ding Chen Peixi Peng Tiejun Huang Yonghong Tian 12 12 0 21 Jan 2022
Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses Yiğit Demirağ Charlotte Frenkel Melika Payvand Giacomo Indiveri 16 16 0 04 Aug 2021
Bottom-up and top-down approaches for the design of neuromorphic processing systems: Tradeoffs and synergies between natural and artificial intelligence Charlotte Frenkel D. Bol Giacomo Indiveri 4 18 0 02 Jun 2021
Introducing "Neuromorphic Computing and Engineering" Giacomo Indiveri 17 29 0 30 May 2021
Sparse Spiking Gradient Descent Nicolas Perez Nieves Dan F. M. Goodman 8 81 0 18 May 2021
An electronic neuromorphic system for real-time detection of High Frequency Oscillations (HFOs) in intracranial EEG M. Sharifshazileh K. Burelo J. Sarnthein Giacomo Indiveri 17 91 0 23 Sep 2020
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications M. R. Azghadi C. Lammie Jason Eshraghian Melika Payvand Elisa Donati B. Linares-Barranco Giacomo Indiveri 12 138 0 11 Jul 2020
Ultra-Low-Power FDSOI Neural Circuits for Extreme-Edge Neuromorphic Intelligence Arianna Rubino Can Livanelioglu Ning Qiao Melika Payvand Giacomo Indiveri 23 51 0 25 Jun 2020
A 28-nm Convolutional Neuromorphic Processor Enabling Online Learning with Spike-Based Retinas Charlotte Frenkel J. Legat D. Bol 6 37 0 13 May 2020
Spiking Neural Networks Hardware Implementations and Challenges: a Survey Maxence Bouvier A. Valentian T. Mesquida F. Rummens M. Reyboz Elisa Vianello E. Beigné 33 92 0 04 May 2020
Is my Neural Network Neuromorphic? Taxonomy, Recent Trends and Future Directions in Neuromorphic Engineering S. Bose Jyotibdha Acharya A. Basu 11 10 0 27 Feb 2020
$Mem-fractive Properties of Mushrooms$ Mem-fractive Properties of Mushrooms Alexander E. Beasley Mohammed Salah Abdelouahab R. Lozi Anna L. Powell Andrew Adamatzky 6 19 0 15 Feb 2020
Synaptic Integration of Spatiotemporal Features with a Dynamic Neuromorphic Processor Mattias Nilsson F. Liwicki Fredrik Sandin 8 3 0 12 Feb 2020
A recipe for creating ideal hybrid memristive-CMOS neuromorphic computing systems Elisabetta Chicca Giacomo Indiveri 17 66 0 11 Dec 2019
Simplified calcium signaling cascade for synaptic plasticity V. Kornijcuk Dohun Kim Guhyun Kim D. Jeong 13 10 0 26 Nov 2019
Unsupervised AER Object Recognition Based on Multiscale Spatio-Temporal Features and Spiking Neurons Qianhui Liu Gang Pan Haibo Ruan Dong Xing Qi Xu Huajin Tang 11 45 0 19 Nov 2019
Neuromorphic Electronic Systems for Reservoir Computing F. Hadaeghi 4 3 0 26 Aug 2019
Event-based attention and tracking on neuromorphic hardware Alpha Renner Matthew Evanusa Yulia Sandamirskaya BDL 8 37 0 09 Jul 2019
Synaptic Delays for Temporal Feature Detection in Dynamic Neuromorphic Processors Fredrik Sandin Mattias Nilsson 8 10 0 28 Jun 2019
Harnessing Slow Dynamics in Neuromorphic Computation Tianlin Liu 6 0 0 28 May 2019
Quantum-Inspired Computing: Can it be a Microscopic Computing Model of the Brain? Y. Katayama 4 4 0 11 Apr 2019
Spike-based primitives for graph algorithms Kathleen E. Hamilton T. Mintz Catherine D. Schuman GNN 13 17 0 25 Mar 2019
The importance of space and time in neuromorphic cognitive agents Giacomo Indiveri Yulia Sandamirskaya AI4CE 11 49 0 26 Feb 2019
Artificial Retina Using A Hybrid Neural Network With Spatial Transform Capability R. Wood Alexander McGlashan C. Moon W. Kim 8 0 0 26 Nov 2018
Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain Chetan Singh Thakur J. Molin Gert Cauwenberghs Giacomo Indiveri Kundan Kumar ... Jae-sun Seo Shimeng Yu Yu Cao André van Schaik R. Etienne-Cummings 16 233 0 23 May 2018
Layer-wise synapse optimization for implementing neural networks on general neuromorphic architectures John Mern Jayesh K. Gupta Mykel Kochenderfer 22 1 0 20 Feb 2018
Building machines that adapt and compute like brains Brenden Lake J. Tenenbaum AI4CE FedML NAI AILaw 240 893 0 11 Nov 2017
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning Georgios Detorakis Sadique Sheik C. Augustine Somnath Paul Bruno U. Pedroni N. Dutt J. Krichmar Gert Cauwenberghs Emre Neftci 16 28 0 29 Sep 2017
A scalable multi-core architecture with heterogeneous memory structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs) S. Moradi Ning Qiao F. Stefanini Giacomo Indiveri 17 471 0 14 Aug 2017
Fatiguing STDP: Learning from Spike-Timing Codes in the Presence of Rate Codes Timoleon Moraitis A. Sebastian I. Boybat M. Le Gallo Tomáš Tůma E. Eleftheriou 8 11 0 17 Jun 2017