By Associate Professor Tara Julia Hamilton

Preprints

Stratton PG; Wabnitz A; Essam C; Cheung A; Hamilton TJ, 2022, Making a Spiking Net Work: Robust brain-like unsupervised machine learning, https://arxiv.org/abs/2208.01204v2

Eslahi H; Hamilton T; Khandelwal S, 2021, Compact and Energy Efficient Neuron With Tunable Spiking Frequency in 22-nm FDSOI, http://dx.doi.org/10.36227/techrxiv.15042639

Afshar S; Hamilton TJ; Davis L; Schaik AV; Delic D, 2019, Event-based Processing of Single Photon Avalanche Diode Sensors, https://arxiv.org/abs/2001.02060v1

Wang R; Thakur CS; Hamilton TJ; Tapson J; Schaik AV, 2016, A Stochastic Approach to STDP, https://doi.org/10.1109/ISCAS.2016.7538989

Afshar S; Cohen G; Hamilton TJ; Tapson J; Schaik AV, 2016, Investigation of event-based memory surfaces for high-speed tracking, unsupervised feature extraction and object recognition, https://arxiv.org/abs/1603.04223v3

Wang R; Thakur CS; Hamilton TJ; Tapson J; Schaik AV, 2015, A compact aVLSI conductance-based silicon neuron, https://arxiv.org/abs/1509.00962v1

Xu Y; Thakur CS; Hamilton TJ; Tapson J; Wang R; Schaik AV, 2015, A Reconfigurable Mixed-signal Implementation of a Neuromorphic ADC, https://arxiv.org/abs/1509.00967v1

Wang R; Thakur CS; Hamilton TJ; Tapson J; Schaik AV, 2015, A neuromorphic hardware architecture using the Neural Engineering Framework for pattern recognition, https://arxiv.org/abs/1507.05695v1

Thakur CS; Wang R; Hamilton TJ; Tapson J; Schaik AV, 2015, A Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch, https://arxiv.org/abs/1507.02835v1

Thakur CS; Wang R; Afshar S; Cohen G; Hamilton TJ; Tapson J; Schaik AV, 2015, An Online Learning Algorithm for Neuromorphic Hardware Implementation, https://arxiv.org/abs/1505.02495v2

Thakur CS; Hamilton TJ; Wang R; Tapson J; Schaik AV, 2015, A neuromorphic hardware framework based on population coding, https://arxiv.org/abs/1503.00505v1

Thakur CS; Hamilton TJ; Tapson J; Lyon RF; Schaik AV, 2015, FPGA Implementation of the CAR Model of the Cochlea, https://doi.org/10.1109/ISCAS.2014.6865519

Afshar S; George L; Tapson J; Schaik AV; Chazal PD; Hamilton TJ, 2014, Turn Down that Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron, https://arxiv.org/abs/1411.2821v1

Afshar S; George L; Tapson J; Schaik AV; Hamilton TJ, 2014, Racing to Learn: Statistical Inference and Learning in a Single Spiking Neuron with Adaptive Kernels, https://arxiv.org/abs/1408.1245v4

Hussain S; Basu A; Wang R; Hamilton TJ, 2013, Delay Learning Architectures for Memory and Classification, https://arxiv.org/abs/1311.1294v2

Afshar S; Cohen G; Wang R; van Schaik A; Tapson J; Lehmann T; Hamilton TJ, 2013, The Ripple Pond: Enabling Spiking Networks to See, http://dx.doi.org/10.48550/arxiv.1306.3036

Tapson J; Cohen G; Afshar S; Stiefel K; Buskila Y; Wang R; Hamilton TJ; Schaik AV, 2013, Synthesis of neural networks for spatio-temporal spike pattern recognition and processing, https://arxiv.org/abs/1304.7118v1

Eslahi H; Hamilton T; Khandelwal S, Compact and Energy Efficient Neuron With Tunable Spiking Frequency in 22-nm FDSOI, http://dx.doi.org/10.36227/techrxiv.15042639.v1

Eslahi H; Hamilton T; Khandelwal S, Compact and Energy Efficient Neuron With Tunable Spiking Frequency in 22-nm FDSOI, http://dx.doi.org/10.36227/techrxiv.17056466.v1

Zhang Z; Xu Z; McGuire HM; Essam C; Nicholson A; Hamilton TJ; Li J; Eshraghian JK; Yong K-T; Vigolo D; Kavehei O, Neuromorphic Cytometry: Implementation on cell counting and size estimation, http://dx.doi.org/10.1101/2023.07.06.548044

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