Spike-based learning application for neuromorphic engineering

Anup Das, Teresa Serrano-Gotarredona

Frontiers Media SA

Background
Spiking Neural Networks (SNN) closely imitate biological networks. Information...

Science Neuroscience Neuromorphic Engineering

Keywords: Neurobiology-inspired algorithms,­Spike-based cognitive algorithm,­Spike-based training methods,­Associative Memory,­Multi-timescale learning

Advanced Methods and Applications for Neurointelligence

Manning Wang, Alois C. Knoll, Hu Cao

Frontiers Media SA

Neurointelligence techniques play a key role in building general artificial intelligence systems....

Science Neuroscience Neuromorphic Engineering

Keywords: bio-inspired intelligence,­Neuro-robotics,­Surgical robots,­Medical Image Analysis,­human-machine interaction

Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute

Felix Schürmann, Omar Awile, James Courtney Knight, Thomas Nowotny, James B. Aimone, Markus Diesmann

Frontiers Media SA

Science Neuroscience Neuroinformatics

Keywords: brain-scale simulation,­performance,­benchmarks,­Neuromorphic,­Performance models

Women in Neuroscience

Marie-Ève Tremblay, Corette J. Wierenga, Elizabeth B. Torres, Liana Fattore, Arianna Maffei, Michela Chiappalone

Frontiers Media SA

Science Neuroscience Auditory Cognitive Neuroscience

Keywords: Women,­Neuroscience,­stem

Hardware for Artificial Intelligence

Alexantrou Serb, Melika Payvand, Irem Boybat, Oliver Rhodes

Frontiers Media SA

Science Artificial Intelligence

Neuro-inspired Computing for Next-gen AI: Computing Model, Architectures and Learning Algorithms

Angeliki Pantazi, Emre O. Neftci, Bipin Rajendran, Osvaldo Simeone

Frontiers Media SA

Science Neuroscience Neuromorphic Engineering

Keywords: neuromorphic computing,­spiking neural networks,­learning algorithms,­neuronal models,­neuromorphic hardware

Emerging Technologies and Systems for Biologically Plausible Implementations of Neural Functions

Erika Covi, Elisa Donati, Stefano Brivio, Hadi Heidari

Frontiers Media SA

Science Neuroscience Neuromorphic Engineering

Keywords: Biologically plausible,­neuromorphic circuits and systems,­memristive and spintronic devices,­sensing and computing,­Perception

Brain-Inspired Computing: From Neuroscience to Neuromorphic Electronics driving new forms of Artificial Intelligence

Jonathan Mapelli, Giacomo Indiveri, Angelo Arleo

Frontiers Media SA

Science Neuroscience Computational Neuroscience

Keywords: Neuroscience,­Synaptic Transmission,­Neuromorphic electronics,­neural networks

Memristive Neuromorphics: Materials, Devices, Circuits, Architectures, Algorithms and their Co-Design

Huanglong Li, J. Joshua Yang, Hongsik Jeong

Frontiers Media SA

Science Neuroscience Neuromorphic Engineering

Keywords: Memristive materials,­Memristive Devices,­neuromorphic computing,­neural networks,­in-memory computing