Original Research
Published on 24 Jun 2021
Neural Network Training Acceleration With RRAM-Based Hybrid Synapses
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.690418
- 7,318 views
- 8 citations
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559 articles
articles
Original Research
Published on 10 Jun 2021
Memristor Circuits for Simulating Neuron Spiking and Burst Phenomena
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.681035
- 6,265 views
- 23 citations
Original Research
Published on 28 May 2021
Spatio-Temporal Sequential Memory Model With Mini-Column Neural Network
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.650430
- 3,676 views
- 5 citations
Original Research
Published on 19 May 2021
ÎĽBrain: An Event-Driven and Fully Synthesizable Architecture for Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.664208
- 21,096 views
- 95 citations
Perspective
Published on 14 May 2021
Autonomous Flying With Neuromorphic Sensing
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.672161
- 10,094 views
- 8 citations
Review
Published on 11 May 2021
Adaptive Extreme Edge Computing for Wearable Devices
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.611300
- 35,787 views
- 146 citations
Review
Published on 28 Apr 2021
Multi-Level Neuromorphic Devices Built on Emerging Ferroic Materials: A Review
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.661667
- 10,296 views
- 22 citations
Original Research
Published on 22 Apr 2021
Blinking Networks of Memristor Oscillatory Circuits in the Flux-Charge Domain
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.618607
- 2,305 views
- 3 citations
Original Research
Published on 20 Apr 2021
On Local Activity and Edge of Chaos in a NaMLab Memristor
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.651452
- 8,017 views
- 89 citations
Original Research
Published on 16 Apr 2021
Oscillatory Neural Networks Using VO2 Based Phase Encoded Logic
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.655823
- 7,315 views
- 29 citations
Original Research
Published on 08 Apr 2021
In situ Parallel Training of Analog Neural Network Using Electrochemical Random-Access Memory
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.636127
- 10,693 views
- 43 citations
Perspective
Published on 06 Apr 2021
Comparison of Artificial and Spiking Neural Networks on Digital Hardware
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.651141
- 28,631 views
- 107 citations
Mini Review
Published on 31 Mar 2021
Self-Powered Memristive Systems for Storage and Neuromorphic Computing
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.662457
- 8,141 views
- 17 citations
Original Research
Published on 26 Mar 2021
Memristor Based Binary Convolutional Neural Network Architecture With Configurable Neurons
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.639526
- 8,764 views
- 38 citations
Original Research
Published on 25 Mar 2021
Is Neuromorphic MNIST Neuromorphic? Analyzing the Discriminative Power of Neuromorphic Datasets in the Time Domain
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.608567
- 12,696 views
- 36 citations
Original Research
Published on 24 Mar 2021
Integrate-and-Fire Neuron Circuit Without External Bias Voltages
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.644604
- 7,719 views
- 19 citations
Original Research
Published on 12 Mar 2021
Neuronal-Plasticity and Reward-Propagation Improved Recurrent Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.654786
- 5,978 views
- 13 citations
Original Research
Published on 05 Mar 2021
Integrating Non-spiking Interneurons in Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.633945
- 5,776 views
- 13 citations
Original Research
Published on 04 Mar 2021
Neural Coding in Spiking Neural Networks: A Comparative Study for Robust Neuromorphic Systems
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.638474
- 52,862 views
- 253 citations
Original Research
Published on 25 Feb 2021
A Functional Spiking Neural Network of Ultra Compact Neurons
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.635098
- 5,000 views
- 7 citations
Original Research
Published on 23 Feb 2021
Bio-Inspired Architectures Substantially Reduce the Memory Requirements of Neural Network Models
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.612359
- 6,404 views
- 8 citations
Original Research
Published on 22 Feb 2021
Neuromorphic Analog Implementation of Neural Engineering Framework-Inspired Spiking Neuron for High-Dimensional Representation
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.627221
- 14,945 views
- 22 citations
Original Research
Published on 19 Feb 2021
Efficient Spike-Driven Learning With Dendritic Event-Based Processing
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.601109
- 9,794 views
- 154 citations
Original Research
Published on 19 Feb 2021
nMNSD—A Spiking Neuron-Based Classifier That Combines Weight-Adjustment and Delay-Shift
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.582608
- 3,648 views
- 7 citations