A Case for Lifetime Reliability-Aware Neuromorphic Computing

4 July 2020

Papers citing "A Case for Lifetime Reliability-Aware Neuromorphic Computing"

10 / 10 papers shown

Title
Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware Adarsha Balaji T. Marty Anup Das F. Catthoor 39 25 0 11 Jun 2020
Improving Dependability of Neuromorphic Computing With Non-Volatile Memory Shihao Song Anup Das Nagarajan Kandasamy 45 27 0 10 Jun 2020
Compiling Spiking Neural Networks to Neuromorphic Hardware Shihao Song Adarsha Balaji Anup Das Nagarajan Kandasamy J. Shackleford 39 42 0 07 Apr 2020
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network Adarsha Balaji Prathyusha Adiraju H. Kashyap Anup Das J. Krichmar N. Dutt F. Catthoor 58 49 0 21 Mar 2020
A Framework to Explore Workload-Specific Performance and Lifetime Trade-offs in Neuromorphic Computing Adarsha Balaji Shihao Song Anup Das N. Dutt J. Krichmar Nagarajan Kandasamy F. Catthoor 36 29 0 01 Nov 2019
Mapping Spiking Neural Networks to Neuromorphic Hardware Adarsha Balaji Anup Das Yuefeng Wu Khanh Huynh Francesco DellÁnna Giacomo Indiveri J. Krichmar N. Dutt S. Schaafsma F. Catthoor 61 117 0 04 Sep 2019
Mapping of Local and Global Synapses on Spiking Neuromorphic Hardware Anup Das Yuefeng Wu Khanh Huynh Francesco DellÁnna F. Catthoor S. Schaafsma 34 56 0 13 Aug 2019
Heartbeat Classification in Wearables Using Multi-layer Perceptron and Time-Frequency Joint Distribution of ECG Anup Das F. Catthoor S. Schaafsma 30 36 0 13 Aug 2019
A scalable multi-core architecture with heterogeneous memory structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs) S. Moradi Ning Qiao F. Stefanini Giacomo Indiveri 65 481 0 14 Aug 2017
Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout Anup Das P. Pradhapan W. Groenendaal Prathyusha Adiraju R. Rajan F. Catthoor S. Schaafsma J. Krichmar N. Dutt C. Hoof 46 73 0 18 Jul 2017