Deep Learning with Limited Numerical Precision

• Reminding forgetful organic neuromorphic device networks

  2022 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

  7

  citations
• Embedded Devices for Neuromorphic Time-Series Assessment

  2022 Research Explorer (The University of Manchester) review Engineering Advanced Memory and Neural Computing Open access

  667

  citations
• Dynamical Characteristics of Recurrent Neuronal Networks Are Robust Against Low Synaptic Weight Resolution

  2021 Frontiers in Neuroscience article Neuroscience Neural dynamics and brain function Open access

  12

  citations
• Utilizing the Switching Stochasticity of HfO2/TiOx-Based ReRAM Devices and the Concept of Multiple Device Synapses for the Classification of Overlapping and Noisy Patterns

  2021 Frontiers in Neuroscience article Engineering Advanced Memory and Neural Computing Open access

  35

  citations
• From Quantitative Analysis to Synthesis of Efficient Binary Neural Networks

  2020 IEEE International Conference on Machine Learning and Applications (ICMLA) conference-paper Computer Science Advanced Neural Network Applications

  15

  citations
• ConvAix: An Application-Specific Instruction-Set Processor for the Efficient Acceleration of CNNs

  2020 IEEE Open Journal of Circuits and Systems article Computer Science Advanced Neural Network Applications Open access cited by 2 patents

  12

  citations
• Requirement-driven model-based development methodology applied to the design of a real-time MEG data processing unit

  2020 Software & Systems Modeling article Computer Science Embedded Systems Design Techniques

  0

  citations

7 results