1 citations · 2 across the 5 of their papers we have counts for
5 papers
ThermoPix: A High-Spatial-Resolution ElectronicPhotonic Temperature Sensor Array With Microsecond Row Readout
Md Rahatul Islam Udoy, Dharanidhar Dang, Wantong Li +3
This paper presents ThermoPix, a CMOS-compatible electronic-photonic architecture for high-spatial-resolution temperature sensing. The proposed system converts temperature-induced…
NeuCASL: From Logic Design to System Simulation of Neuromorphic Engines
Dharanidhar Dang, Amitash Nanda, Bill Lin +1
With Moore's law saturating and Dennard scaling hitting its wall, traditional Von Neuman systems cannot offer the GFlops/watt for compute-intensive algorithms such as CNN. Recent t…
LiteCON: An All-Photonic Neuromorphic Accelerator for Energy-efficient Deep Learning (Preprint)
Dharanidhar Dang, Bill Lin, Debashis Sahoo
Deep learning is highly pervasive in today's data-intensive era. In particular, convolutional neural networks (CNNs) are being widely adopted in a variety of fields for superior ac…
BPLight-CNN: A Photonics-based Backpropagation Accelerator for Deep Learning
D. Dang, S. V. R. Chittamuru, S. Pasricha +2
Training deep learning networks involves continuous weight updates across the various layers of the deep network while using a backpropagation algorithm (BP). This results in expen…
A Time-shared Photonic Reservoir Computer for Big Data Analytics
Dharanidhar Dang, Rabi Mahapatra
Information processing has reached the era of big data. Big data challenges are difficult to address with traditional Von Neumann or Turing approach. Hence implementation of new co…