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
- 6,037 views
- 13 citations
Type at least 3 characters
566 articles
articles
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
- 54,243 views
- 265 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
- 5,304 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
- 6,710 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
- 15,467 views
- 23 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
- 3,826 views
- 7 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
- 10,374 views
- 154 citations
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
- 6,249 views
- 4 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
- 5,758 views
- 26 citations
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
- 11,529 views
- 60 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
- 3,864 views
- 6 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
- 8,271 views
- 43 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
- 16,256 views
- 73 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
- 5,865 views
- 6 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
- 7,001 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
- 7,213 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
- 6,589 views
- 28 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
- 8,009 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
- 4,768 views
- 6 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
- 14,111 views
- 82 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
- 5,660 views
- 10 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
- 8,796 views
- 27 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
- 5,628 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
- 8,699 views
- 18 citations