Publication

2020-present

Journals

Rajalekshmi TR, Rinku Rani Das, Chritha Reguvaran, Alex James, Graphene-based RRAM devices for neural computing, Front. Neurosci., Sec. Neuromorphic Engineering, Volume 17 - 2023 | doi: 10.3389/fnins.2023.1253075

Nair V, Radhakrishnan A, Chithra R, James A. Memristive Pixel-CNN Loop Generate for CNN Generalisations. IEEE Transactions on Nanotechnology. 2023 Feb 23;22:120-5.

A. Radhakrishnan, D. Mahapatra and A. James, "Consumer Document Analytical Accelerator Hardware," in IEEE Access, vol. 11, pp. 5161-5167, 2023, doi: 10.1109/ACCESS.2023.3237463

Gawsalyan Sivapalan, Koushik Kumar Nundy,, Alex James, Barry Cardiff, and Deepu John, Interpretable Rule Mining for Real-Time ECG Anomaly Detection in IoT Edge Sensors, IEEE Internet of Things Journal, 2023

Mallan VS, Gopi A, Reghuvaran C, Radhakrishnan AA, James A. Rapid prototyping mixed-signal development kit for tactile neural computing. Frontiers in Neuroscience. 2023;17.

Radhakrishnan A, Pallathuvalappil S, Choubey B, James A. Bridge Memristor Super-resolution Crossbars. IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 2022 Nov 16.

James A, Toleubay Y, Krestinskaya O, Reghuvaran C. Inference Dropouts in Binary Weighted Analog Memristive Crossbar. IEEE Transactions on Nanotechnology. 2022 Jun 13;21:271-7.

Chithra R, Aswani AR, James AP. TMS-Crossbars With Tactile Sensing. IEEE Transactions on Circuits and Systems II: Express Briefs. 2021 Nov 16;69(3):1842-6.

James AP, Chua LO. Variability-aware Memristive Crossbars-A Tutorial. IEEE Transactions on Circuits and Systems II: Express Briefs. 2022 Apr 22.

Raj N, Ranjan RK, James A. Chua's Oscillator With OTA Based Memcapacitor Emulator. IEEE Transactions on Nanotechnology. 2022 Apr 19;21:213-8.

Ajayan A, James AP. Edge to quantum: hybrid quantum-spiking neural network image classifier. Neuromorphic Computing and Engineering. 2021 Sep 9;1(2):024001.

James AP, Chua LO. Analog neural computing with super-resolution memristor crossbars. IEEE Transactions on Circuits and Systems I: Regular Papers. 2021 May 21;68(11):4470-81.

James AP. The Why, What, and How of Artificial General Intelligence Chip Development. IEEE Transactions on Cognitive and Developmental Systems. 2021 Mar 30;14(2):333-47.

Adam K, Smagulova K, James A. Generalised Analog LSTMs Recurrent Modules for Neural Computing. Frontiers in computational neuroscience. 2021:85.

Krestinskaya O, James AP. Analogue neuro-memristive convolutional dropout nets. Proceedings of the Royal Society A. 2020 Oct 28;476(2242):20200210.

Irmanova A, Maan A, James A, Chua L. Analog self-timed programming circuits for aging memristors. IEEE Transactions on Circuits and Systems II: Express Briefs. 2020 Oct 20;68(4):1133-7.

James A, Krestinskaya O, Maan A. Recursive Threshold Logic—A Bioinspired Reconfigurable Dynamic Logic System With Crossbar Arrays. IEEE Transactions on Biomedical Circuits and Systems. 2020 Sep 29;14(6):1311-22.

Krestinskaya O, Salama KN, James AP. Automating analogue AI chip design with genetic search. Advanced Intelligent Systems. 2020 Aug;2(8):2000075.

Krestinskaya O, Choubey B, James AP. Memristive GAN in analog. Scientific reports. 2020 Apr 3;10(1):1-4.

Conferences

P Sruthi, Aswani AR, Chithra R, James A. Analog Memristor Counter Arrays. In2023 IEEE 23rd International Conference on Nanotechnology (NANO) 2023 Jul 2 (pp. 111-116). IEEE.

Navaz PM, Chithra R, James A. Memristive Crossbar for Hyper Dimensional Consumer Text Analytics Accelerator. In2023 21st IEEE Interregional NEWCAS Conference (NEWCAS) 2023 Jun 26 (pp. 1-5). IEEE.

Radhakrishnan A, Babu S, James A. Python based Memristor Model Library for Variability Analysis. In2023 IEEE International Symposium on Circuits and Systems (ISCAS) 2023 May 21 (pp. 1-5). IEEE.

Mahapatra D, James A. Natural Outlier Rejection with Shepherd's Psychometric Similarity Metric. In2023 IEEE International Symposium on Circuits and Systems (ISCAS) 2023 May 21 (pp. 1-5). IEEE.

Chithra R, Aswani AR, James AP. Memristive CNN for Wafer defect detection. In2022 IEEE International Symposium on Circuits and Systems (ISCAS) 2022 May 27 (pp. 3284-3288). IEEE.

Krestinskaya O, Salama K, James AP. Analog Image Denoising with an Adaptive Memristive Crossbar Network. In2022 IEEE International Symposium on Circuits and Systems (ISCAS) 2022 May 27 (pp. 3453-3457). IEEE.

Ibrahim V, Datta S, James AP, Paul JS. Interleaved Hybrid Domain Learning for Super-Resolution MRI. In2022 IEEE International Symposium on Circuits and Systems (ISCAS) 2022 May 27 (pp. 3433-3437). IEEE.

Aswani AR, Chithra R, James AP. Unstructured Weight Pruning in Variability-Aware Memristive Crossbar Neural Networks. In2022 IEEE International Symposium on Circuits and Systems (ISCAS) 2022 May 27 (pp. 3458-3462). IEEE.

Elamparithy M, Chithra R, James A. ImageSplit: Modular Memristive Neural Network. In2022 IEEE 22nd International Conference on Nanotechnology (NANO) 2022 Jul 4 (pp. 535-538). IEEE.

Reddy BN, James A. Hardware Implementation of an efficient FIR filter for ECG Signal Denoising Application. In2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS) 2022 Oct 24 (pp. 1-4). IEEE.

Reddy BN, James A, Kumar AS. Fault-Tolerant Core Mapping for NoC based architectures with improved Performance and Energy Efficiency. In2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS) 2022 Oct 24 (pp. 1-4). IEEE.

Banerjee S, Kumar B, James AP, Tripathi JN. Blood Pressure Estimation from ECG Data Using XGBoost and ANN for Wearable Devices. In2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS) 2022 Oct 24 (pp. 1-4). IEEE.

Bakambekova A, Krestinskaya O, James AP. Generate while Sensing-Intelligent Imaging with Memristive Pixel-CNN. In2021 IEEE 21st International Conference on Nanotechnology (NANO) 2021 Jul 28 (pp. 112-115). IEEE.

Aswani AR, Kumar R, Tripathi JN, James A. Performance of Crossbar based Long Short Term Memory with Aging Memristors. In2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) 2021 Jun 6 (pp. 1-4). IEEE.

Kumar R, Chordia A, Aswani AR, James A, Tripathi JN. Uncertainty quantification of memristor crossbar array for vector matrix multiplication. In2021 IEEE 25th Workshop on Signal and Power Integrity (SPI) 2021 May 10 (pp. 1-4). IEEE.

Panja S, James AP. Belief Index for Fake COVID19 Text Detection. In2020 IEEE Recent Advances in Intelligent Computational Systems (RAICS) 2020 Dec 3 (pp. 63-67). IEEE.

Irmanova A, Dolzhikova I, James AP. Self tuning stochastic weighted neural networks. In2020 IEEE International Symposium on Circuits and Systems (ISCAS) 2020 Oct 12 (pp. 1-5). IEEE.

James AP. Towards strong AI with analog neural chips. In2020 IEEE International Symposium on Circuits and Systems (ISCAS) 2020 Oct 12 (pp. 1-5). IEEE.

Krestinskaya O, Salama K, James AP. Towards hardware optimal neural network selection with multi-objective genetic search. In2020 IEEE International Symposium on Circuits and Systems (ISCAS) 2020 Oct 12 (pp. 1-5). IEEE.

Onyejegbu E, Dorzhigulov A, James AP. Biometric-aware pixel fused crossbars. In2020 IEEE International Symposium on Circuits and Systems (ISCAS) 2020 Oct 12 (pp. 1-5). IEEE.

Panja S, Maan AK, James AP. Vilokana-lightweight COVID19 document analysis. In2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS) 2020 Aug 9 (pp. 500-504). IEEE.

Books

James AP. Deep Learning Classifiers with Memristive Networks. Springer: Berlin/Heidelberg, Germany; 2020.

Maan AK, James A. Neuromorphic vision networks for face recognition. InMem-elements for Neuromorphic Circuits with Artificial Intelligence Applications 2021 Jan 1 (pp. 361-381). Academic Press.

Krestinskaya O, James A. Analog circuit integration of backpropagation learning in memristive HTM architecture. InMem-elements for Neuromorphic Circuits with Artificial Intelligence Applications 2021 Jan 1 (pp. 427-438). Academic Press.

Krestinskaya O, James A. Learning memristive spiking neurons and beyond. InMem-elements for Neuromorphic Circuits with Artificial Intelligence Applications 2021 Jan 1 (pp. 517-528). Academic Press.

James A. Guidelines for benchmarking non-ideal analog memristive crossbars for neural networks. InMem-elements for Neuromorphic Circuits with Artificial Intelligence Applications 2021 Jan 1 (pp. 287-298). Academic Press.