Original Research
Published on 19 Feb 2021
Learning to Approximate Functions Using Nb-Doped SrTiO3 Memristors
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.627276
- 5,982 views
- 4 citations
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559 articles
articles
Original Research
Published on 18 Feb 2021
Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing Its Gradient Estimator Bias
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.633674
- 11,155 views
- 55 citations
Original Research
Published on 18 Feb 2021
Low-Latency Spiking Neural Networks Using Pre-Charged Membrane Potential and Delayed Evaluation
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.629000
- 5,389 views
- 26 citations
Original Research
Published on 16 Feb 2021
Bio-Inspired Radio-Frequency Source Localization Based on Cochlear Cross-Correlograms
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.623316
- 3,738 views
- 5 citations
Original Research
Published on 11 Feb 2021
Coupled VO2 Oscillators Circuit as Analog First Layer Filter in Convolutional Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.628254
- 7,981 views
- 42 citations
Original Research
Published on 10 Feb 2021
Learning Without Feedback: Fixed Random Learning Signals Allow for Feedforward Training of Deep Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.629892
- 15,793 views
- 70 citations
Original Research
Published on 09 Feb 2021
A Compact Model of Ovonic Threshold Switch Combining Thermal Dissipation Effect
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.635264
- 5,635 views
- 5 citations
Original Research
Published on 02 Feb 2021
End-to-End Implementation of Various Hybrid Neural Networks on a Cross-Paradigm Neuromorphic Chip
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.615279
- 6,700 views
- 15 citations
Original Research
Published on 01 Feb 2021
Non-linear Memristive Synaptic Dynamics for Efficient Unsupervised Learning in Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.580909
- 6,952 views
- 31 citations
Original Research
Published on 14 Jan 2021
On the Self-Repair Role of Astrocytes in STDP Enabled Unsupervised SNNs
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.603796
- 6,274 views
- 27 citations
Original Research
Published on 14 Jan 2021
A Heterogeneous Spiking Neural Network for Unsupervised Learning of Spatiotemporal Patterns
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.615756
- 7,763 views
- 25 citations
Original Research
Published on 23 Dec 2020
Bitstream-Based Neural Network for Scalable, Efficient, and Accurate Deep Learning Hardware
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.543472
- 4,614 views
- 6 citations
Original Research
Published on 17 Nov 2020
Toward New Modalities in VEP-Based BCI Applications Using Dynamical Stimuli: Introducing Quasi-Periodic and Chaotic VEP-Based BCI
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.534619
- 5,484 views
- 9 citations
Original Research
Published on 17 Nov 2020
A New Spiking Convolutional Recurrent Neural Network (SCRNN) With Applications to Event-Based Hand Gesture Recognition
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.590164
- 13,758 views
- 80 citations
Original Research
Published on 12 Nov 2020
Blood Pressure Modulation With Low-Intensity Focused Ultrasound Stimulation to the Vagus Nerve: A Pilot Animal Study
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.586424
- 8,225 views
- 26 citations
Original Research
Published on 12 Nov 2020
Unsupervised Adaptive Weight Pruning for Energy-Efficient Neuromorphic Systems
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.598876
- 5,256 views
- 25 citations
Original Research
Published on 26 Oct 2020
HFNet: A CNN Architecture Co-designed for Neuromorphic Hardware With a Crossbar Array of Synapses
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00907
- 8,430 views
- 18 citations
Original Research
Published on 18 Sep 2020
Exploring Neuromodulation for Dynamic Learning
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00928
- 7,472 views
- 12 citations
Original Research
Published on 18 Sep 2020
Neuromorphic Computing Using NAND Flash Memory Architecture With Pulse Width Modulation Scheme
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.571292
- 16,636 views
- 50 citations
Original Research
Published on 31 Aug 2020
Optimizing BCPNN Learning Rule for Memory Access
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00878
- 3,763 views
- 8 citations
Original Research
Published on 12 Aug 2020
Biologically Plausible Class Discrimination Based Recurrent Neural Network Training for Motor Pattern Generation
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00772
- 4,493 views
- 1 citation
Original Research
Published on 06 Aug 2020
Disease Classification Based on Eye Movement Features With Decision Tree and Random Forest
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00798
- 11,225 views
- 52 citations
Original Research
Published on 05 Aug 2020
Hand-Gesture Recognition Based on EMG and Event-Based Camera Sensor Fusion: A Benchmark in Neuromorphic Computing
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00637
- 40,648 views
- 161 citations
Original Research
Published on 27 Jul 2020
Event-Based Face Detection and Tracking Using the Dynamics of Eye Blinks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00587
- 10,254 views
- 45 citations