22 citations · 46 across the 8 of their papers we have counts for
8 papers
dAJC: A 2.02mW 50Mbps Direct Analog to MJPEG Converter for Video Sensor Node using Low-Noise Switched Capacitor MAC-Quantizer with Auto-Calibration and Sparsity-Aware ADC
Gourab Barik, Gaurav Kumar K, Baibhab Chatterjee +3
With the advancement in the field of the Internet of Things(IoT) and Internet of Bodies(IoB), video camera applications using Video Sensor Nodes(VSNs) have gained importance in the…
A 51.3 TOPS/W, 134.4 GOPS In-memory Binary Image Filtering in 65nm CMOS
Sumon Kumar Bose, Deepak Singla, Arindam Basu
Neuromorphic vision sensors (NVS) can enable energy savings due to their event-driven that exploits the temporal redundancy in video streams from a stationary camera. However, nois…
ADIC: Anomaly Detection Integrated Circuit in 65nm CMOS utilizing Approximate Computing
Bapi Kar, Pradeep Kumar Gopalakrishnan, Sumon Kumar Bose +2
In this paper, we present a low-power anomaly detection integrated circuit (ADIC) based on a one-class classifier (OCC) neural network. The ADIC achieves low-power operation throug…
A 75kb SRAM in 65nm CMOS for In-Memory Computing Based Neuromorphic Image Denoising
Sumon Kumar Bose, Vivek Mohan, Arindam Basu
This paper presents an in-memory computing (IMC) architecture for image denoising. The proposed SRAM based in-memory processing framework works in tandem with approximate computing…
Is my Neural Network Neuromorphic? Taxonomy, Recent Trends and Future Directions in Neuromorphic Engineering
Sumon Kumar Bose, Jyotibdha Acharya, Arindam Basu
In this paper, we review recent work published over the last 3 years under the umbrella of Neuromorphic engineering to analyze what are the common features among such systems. We s…
ADEPOS: A Novel Approximate Computing Framework for Anomaly Detection Systems and its Implementation in 65nm CMOS
Sumon Kumar Bose, Bapi Kar, Mohendra Roy +4
To overcome the energy and bandwidth limitations of traditional IoT systems, edge computing or information extraction at the sensor node has become popular. However, now it is impo…