Original Research
Published on 24 Feb 2022
The BrainScaleS-2 Accelerated Neuromorphic System With Hybrid Plasticity
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2022.795876
- 11,555 views
- 92 citations
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513 articles
Articles
Review
Published on 14 Feb 2022
Neuromorphic Engineering Needs Closed-Loop Benchmarks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2022.813555
- 4,216 views
- 2 citations
Original Research
Published on 04 Feb 2022
GrapHD: Graph-Based Hyperdimensional Memorization for Brain-Like Cognitive Learning
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2022.757125
- 9,314 views
- 42 citations
Original Research
Published on 31 Jan 2022
Hierarchical Network Connectivity and Partitioning for Reconfigurable Large-Scale Neuromorphic Systems
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.797654
- 3,792 views
- 4 citations
Original Research
Published on 21 Jan 2022
A Looming Spatial Localization Neural Network Inspired by MLG1 Neurons in the Crab Neohelice
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.787256
- 2,063 views
- 10 citations
Original Research
Published on 20 Jan 2022
FangTianSim: High-Level Cycle-Accurate Resistive Random-Access Memory-Based Multi-Core Spiking Neural Network Processor Simulator
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.806325
- 3,486 views
- 1 citation
Original Research
Published on 20 Jan 2022
Simulating the Cortical Microcircuit Significantly Faster Than Real Time on the IBM INC-3000 Neural Supercomputer
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.728460
- 3,866 views
- 14 citations
Original Research
Published on 11 Jan 2022
Accelerating DNN Training Through Selective Localized Learning
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.759807
- 2,926 views
- 4 citations
Original Research
Published on 05 Jan 2022
Engineering Spiking Neurons Using Threshold Switching Devices for High-Efficient Neuromorphic Computing
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.786694
- 5,480 views
- 18 citations
Original Research
Published on 05 Jan 2022
Hardware-Efficient Stochastic Binary CNN Architectures for Near-Sensor Computing
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.781786
- 3,956 views
- 4 citations
Original Research
Published on 24 Dec 2021
Dynamical Characteristics of Recurrent Neuronal Networks Are Robust Against Low Synaptic Weight Resolution
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.757790
- 3,699 views
- 11 citations
Hypothesis and Theory
Published on 21 Dec 2021
BrainFreeze: Expanding the Capabilities of Neuromorphic Systems Using Mixed-Signal Superconducting Electronics
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.750748
- 3,023 views
- 3 citations
Original Research
Published on 15 Dec 2021
MSPAN: A Memristive Spike-Based Computing Engine With Adaptive Neuron for Edge Arrhythmia Detection
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.761127
- 2,655 views
- 7 citations
Original Research
Published on 09 Dec 2021
Revisiting Batch Normalization for Training Low-Latency Deep Spiking Neural Networks From Scratch
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.773954
- 9,228 views
- 123 citations
Original Research
Published on 09 Dec 2021
Mapping the BCPNN Learning Rule to a Memristor Model
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.750458
- 3,445 views
- 7 citations
Original Research
Published on 09 Dec 2021
Real-Time Edge Neuromorphic Tasting From Chemical Microsensor Arrays
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.771480
- 3,544 views
- 6 citations