Browsing by Author "Das, Anup"

A framework to explore workload-specific performance and lifetime trade-offs in nNeuromorphic computing

A Scalable Dynamic Segmented Bus Interconnect for Neuromorphic Architectures

Design of Many-Core Big Little mu Brains for Energy-Efficient Embedded Neuromorphic Computing

Dynamic Reliability Management in Neuromorphic Computing

Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition

Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware

Energy-efficient mapping of LTE-A PHY signal processing tasks on microservers

Exploration of segmented bus as scalable global interconnect for neuromorphic computing

Graceful performance adaption through hardware-software interaction for autonomous battery management of multicore smartphones

Heartbeat classification in wearables using multi-layer perceptron and time-frequency joint distribution of ECG

Mapping of local and global synapses on spiking neuromorphic hardware

Mapping spiking neural networks to neuromorphic hardware

NeuSB: A Scalable Interconnect Architecture for Spiking Neuromorphic Hardware

Power-accuracy trade-offs for heartbeat classification on neural networks hardware

PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network

Unsupervised heart-rate estimation in wearables with liquid states and a probabilistic readout