2023

International Brain, L.a.b.o.r.a.t.o.r.y., Bonacchi, N., Chapuis, G.A., Churchland, A.K., DeWitt, E.E.J., Faulkner, M., ...Laranjeira, I.C. (2023). A modular architecture for organizing, processing and sharing neurophysiology data.. Nature Methods, doi:10.1038/s41592-022-01742-6
Mastrogiuseppe, F., Hiratani, N., Latham, P. (2023). Evolution of neural activity in circuits bridging sensory and abstract knowledge. eLife, 12 doi:10.7554/eLife.79908
Hiratani, N., Mehta, Y., Lillicrap, T., Latham, P. (2023). On the Stability and Scalability of Node Perturbation Learning.

2022

Hiratani, N., Latham, P.E. (2022). Developmental and evolutionary constraints on olfactory circuit selection. Proceedings of the National Academy of Sciences of the United States of America, 119 (11), doi:10.1073/pnas.2100600119
Tootoonian, S., Schaefer, A.T., Latham, P.E. (2022). Sparse connectivity for MAP inference in linear models using sister mitral cells. PLOS Computational Biology, 18 (1), doi:10.1371/journal.pcbi.1009808

2021

Schwarz, J., Jayakumar, S.M., Pascanu, R., Latham, P.E., Teh, Y.W. (2021). Powerpropagation: A sparsity inducing weight reparameterisation.
Aitchison, L., Jegminat, J., Menendez, J.A., Pfister, J.-.P., Pouget, A., Latham, P.E. (2021). Synaptic plasticity as Bayesian inference.. Nat Neurosci, doi:10.1038/s41593-021-00809-5
Pogodin, R., Mehta, Y., Lillicrap, T.P., Latham, P.E. (2021). Towards Biologically Plausible Convolutional Networks.

2020

Hiratani, N., Latham, P. (2020). Developmental and evolutionary constraints on olfactory circuit selection. .
Najafi, F., Elsayed, G.F., Cao, R., Pnevmatikakis, E., Latham, P.E., Cunningham, J.P., Churchland, A.K. (2020). Excitatory and Inhibitory Subnetworks Are Equally Selective during Decision-Making and Emerge Simultaneously during Learning. Neuron, doi:10.1016/j.neuron.2019.09.045
Pogodin, R., Latham, P.E. (2020). Kernelized information bottleneck leads to biologically plausible 3-factor Hebbian learning in deep networks.
Rusakov, D.A., Savtchenko, L.P., Latham, P.E. (2020). Noisy Synaptic Conductance: Bug or a Feature?. Trends in Neurosciences, doi:10.1016/j.tins.2020.03.009
Hiratani, N., Latham, P.E. (2020). Rapid Bayesian learning in the mammalian olfactory system. Nature Communications, 11 (1), doi:10.1038/s41467-020-17490-0

2019

Richards, B.A., Lillicrap, T.P., Beaudoin, P., Bengio, Y., Bogacz, R., Christensen, A., ...Ganguli, S. (2019). A deep learning framework for neuroscience.. Nat Neurosci, 22 (11), 1761-1770. doi:10.1038/s41593-019-0520-2
Montijn, J., Liu, R., Aschner, A., Kohn, A., Latham, P., Pouget, A. (2019). Strong information-limiting correlations in early visual areas. .
Currin, C.B., Khoza, P.N., Antrobus, A.D., Latham, P.E., Vogels, T.P., Raimondo, J.V. (2019). Think: Theory for Africa.. PLoS Comput Biol, 15 (7), e1007049. doi:10.1371/journal.pcbi.1007049

2017

Abbott, L.F., Angelaki, D.E., Carandini, M., Churchland, A.K., Dan, Y., Dayan, P., ...Harris, K.D. (2017). An International Laboratory for Systems and Computational Neuroscience. Neuron, 96 (6), 1213-1218. doi:10.1016/j.neuron.2017.12.013
Bang, D., Aitchison, L., Moran, R., Herce Castanon, S., Rafiee, B., Mahmoodi, A., ...Summerfield, C. (2017). Confidence matching in group decision-making. Nature Human Behaviour, 1 (6), 0117. doi:10.1038/s41562-017-0117
Latham, P.E. (2017). Correlations demystified. NATURE NEUROSCIENCE, 20 (1), 6-8.
Panzeri, S., Harvey, C.D., Piasini, E., Latham, P.E., Fellin, T. (2017). Cracking the Neural Code for Sensory Perception by Combining Statistics, Intervention, and Behavior. NEURON, 93 (3), 491-507. doi:10.1016/j.neuron.2016.12.036
Zylberberg, J., Pouget, A., Latham, P.E., Shea-Brown, E. (2017). Robust information propagation through noisy neural circuits. PLOS COMPUTATIONAL BIOLOGY, 13 (4), doi:10.1371/journal.pcbi.1005497
Navajas, J., Hindocha, C., Foda, H., Keramati, M., Latham, P.E., Bahrami, B. (2017). The idiosyncratic nature of confidence. Nature Human Behaviour, doi:10.1038/s41562-017-0215-1

2016

Grabska-Barwińska, A., Barthelmé, S., Beck, J., Mainen, Z.F., Pouget, A., Latham, P.E. (2016). A probabilistic approach to demixing odors. Nature Neuroscience, doi:10.1038/nn.4444
Navajas, J., Bahrami, B., Latham, P.E. (2016). Post-decisional accounts of biases in confidence. Current Opinion in Behavioral Sciences, 11 55-60. doi:10.1016/j.cobeha.2016.05.005
Aitchison, L., Corradi, N., Latham, P.E. (2016). Zipf's Law Arises Naturally When There Are Underlying, Unobserved Variables.. PLoS Comput Biol, 12 (12), e1005110. doi:10.1371/journal.pcbi.1005110

2015

Stringer, C., Patchitariu, M., Hildebrandt, K.J., Bartho, P., Harris, K.D., Linden, J.F., ...Sahani, M. (2015). Changes in inhibition explain variability in cortical activity and its role in sensory representations..
Aitchison, L., Bang, D., Bahrami, B., Latham, P.E. (2015). Doubly Bayesian Analysis of Confidence in Perceptual Decision-Making.. PLoS Computational Biology, 11 (10), doi:10.1371/journal.pcbi.1004519

2014

Bang, D., Fusaroli, R., Tylén, K., Olsen, K., Latham, P.E., Lau, J.Y.F., ...Bahrami, B. (2014). Does interaction matter? Testing whether a confidence heuristic can replace interaction in collective decision-making.. Conscious Cogn, 26C 13-23. doi:10.1016/j.concog.2014.02.002
Grabska-Barwińska, A., Latham, P.E. (2014). How well do mean field theories of spiking quadratic-integrate-and-fire networks work in realistic parameter regimes?. Journal of Computational Neuroscience, 36 (3), 469-481. doi:10.1007/s10827-013-0481-5
Moreno-Bote, R., Beck, J., Kanitscheider, I., Pitkow, X., Latham, P., Pouget, A. (2014). Information-limiting correlations. Nature Neuroscience, 17 (10), 1410-1417. doi:10.1038/nn.3807
Gallistel, C.R., Krishan, M., Liu, Y., Miller, R., Latham, P.E. (2014). The perception of probability.. PSYCHOLOGICAL REVIEW, 121 (1), 96-123. doi:10.1037/a0035232

2013

Macke, J.H., Murray, I., Latham, P.E. (2013). Estimation Bias in Maximum Entropy Models. ENTROPY, 15 (8), 3109-3129. doi:10.3390/e15083109
Rathore, S., Bush, D., Latham, P., Burgess, N. (2013). Oscillatory dynamics in an attractor neural network with firing rate adaptation.
Pouget, A., Beck, J.M., Ma, W.J., Latham, P.E. (2013). Probabilistic brains: knowns and unknowns.. NATURE NEUROSCIENCE, 16 (9), 1170-1178. doi:10.1038/nn.3495
Wallace, E., Maei, H.R., Latham, P.E. (2013). Randomly Connected Networks Have Short Temporal Memory. NEURAL COMPUTATION, 25 (6), 1408-1439. doi:10.1162/NECO_a_00449

2012

Beck, J.M., Ma, W.J., Pitkow, X., Latham, P.E., Pouget, A. (2012). Not noisy, just wrong: the role of suboptimal inference in behavioral variability. Neuron, 74 30-39.

2011

Beck, J.M., Latham, P.E., Pouget, A. (2011). Marginalization in neural circuits with divisive normalization.. JOURNAL OF NEUROSCIENCE, 31 (43), 15310-15319. doi:10.1523/JNEUROSCI.1706-11.2011

2010

Bahrami, B., Olsen, K., Latham, P.E., Roepstorff, A., Rees, G., Frith, C.D. (2010). Optimally interacting minds.. SCIENCE, 329 (5995), 1081-1085. doi:10.1126/science.1185718
London, M., Roth, A., Beeren, L., Häusser, M., Latham, P.E. (2010). Sensitivity to perturbations in vivo implies high noise and suggests rate coding in cortex.. NATURE, 466 (7302), 123-U142. doi:10.1038/nature09086

2009

Ganguli, S., Latham, P. (2009). Feedforward to the past: the relation between neuronal connectivity, amplification, and short-term memory. Neuron, 16 499-501.
Jacobs, A.L., Fridman, G., Douglas, R.M., Alam, N.M., Latham, P.E., Prusky, G.T., Nirenberg, S. (2009). Ruling out and ruling in neural codes. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 106 (14), 5936-5941. doi:10.1073/pnas.0900573106

2008

Pillow, J.W., Latham, P. (2008). Neural characterization in partially observed populations of spiking neurons.
Roudi, R., Nirenberg, S., Latham, P. (2008). Pairwise maximum entropy models for studying large biological systems: when they can and when they can't work.
Latham, P., Lengyel, M. (2008). Phase coding: spikes get a boost from local fields. Current Biology, 18 R349-R351.
Beck, J.M., Ma, W.J., Kiani, R., Hanks, T., Churchland, A.K., Roitman, J., ...Pouget, A. (2008). Probabilistic population codes for Bayesian decision making. Neuron, 60 1142-1152.

2007

Roudi, Y., Latham, P.E. (2007). A balanced memory network. PLOS COMPUT BIOL, 3 (9), doi:10.1371/journal.pcbi.0030141.eor
Cordes, S., Gallistel, C.R., Gelman, R., Latham, P.E. (2007). Nonverbal arithmetic in humans: Light from noise.. Perception and Psychophysics,
Beck, J.M., Ma, W.J., Latham, P.E., Pouget, A. (2007). Probabilistic population codes and the exponential family of distributions. Progress in Brain Research, 165 509-519.

2006

Ma, W.J., Beck, J.M., Latham, P.E., Pouget, A. (2006). Bayesian inference with probabilistic population codes.. Nature Neuroscience, 9 (11), 1432-1438. doi:10.1038/nn1790
Latham, P., Pouget, A. (2006). Computing with population codes. In Doya, K., Ishii, S., Pouget, A., Rao, R. (Eds.), Bayesian Brain. Csmbridge: MIT Press.
Averbeck, B.B., Latham, P.E., Pouget, A.P. (2006). Neural correlations, population coding and computation. Nature Reviews Neuroscience, 7 (5), 358-366. doi:10.1038/nrn1888

2005

Latham, P.E., Nirenberg, S. (2005). Synergy, Redundancy, and Independence in Population Codes, Revisited. Journal of Neuroscience, 25 5195-5206. doi:10.1523/JNEUROSCI.5319-04.2005
Latham, P.E., Dayan, P. (2005). Touche: the Feeling of Choice. Nature Neuroscience, 8 408-409.

2004

Latham, P.E., Nirenberg, S. (2004). Computing and stability in cortical networks. Neural Computation, 16 1385-1412.
Seriès, P., Latham, P.E., Pouget, A. (2004). Tuning Curve Sharpening for Orientation Selectivity: Coding Efficiency and the Impact of Correlations. Nature Neuroscience, 7 (10), 1129-1135. doi:10.1038/nn1321

2003

Tabak, J., Latham, P. (2003). Analysis of spontaneous bursting activity in random neural networks. NeuroReport, 14 1445-1449.
Nirenberg, S., Latham, P.E. (2003). Decoding neuronal spike trains: how important are correlations?. Proceedings of the National Academy of Sciences of the United States of America, 100 7348-7353.
Pouget, A., Latham, P. (2003). Decoding population codes. In Arbib, M. (Ed.), Handbook of brain theory and neural networks. Csmbridge: MIT press.
Brunel, N., Latham, P.E. (2003). Firing rate of the noisy quadratic integrate-and-fire neuron. Neural Computation, 15 2281-2306.
Latham, P., Deneve, S., Pouget, A. (2003). Optimal Computations with Attractor Networks. Journal of Physiology (Paris), 97 (4-6), 683-694. doi:10.1016/j.jphysparis.2004.01.022

2002

Gallistel, C.R., Mark, T.A., King, A.P., Latham, P.E. (2002). A test of Gibbon's feedforward model of matching. Learning and Motivation, 33 46-62.
Latham, P. (2002). Associative memory in realistic neuronal networks.
Pouget, A., Latham, P. (2002). Digitized neural networks: long-term stability from forgetful neurons. Nature Neuroscience, 5 709-710.

2001

Deneve, S., Latham, P., Pouget, A. (2001). Efficient Computation and Cue Integration with Noisy Population Codes. Nature Neuroscience, 4 (8), 826-831. doi:10.1038/90541
Nirenberg, S., Carcieri, S.M., Jacobs, A.L., Latham, P. (2001). Retinal ganglion cells act largely as independent encoders. Nature, 411 (6838), 698-701. doi:10.1038/35079612
Gallistel, C.R., Mark, T.A., King, A.P., Latham, P.E. (2001). The rat approximates an ideal detector of changes in rates of reward: implications for the law of effect. Journal of Experimental Psychology: Animal Behavior Processes, 27 354-372.
Pouget, A., Deneve, S., Latham, P. (2001). The relevance of Fisher Information for theories of cortical computation and attention. In Braun, J., Koch, C., Davis, J. (Eds.), Visual attention and cortical circuits. Csmbridge: MIT Press.

2000

Latham, P., Richmond, B., Nelson, P., Nirenberg, S. (2000). Intrinsic dynamics in neuronal networks. I. Theory. Journal of Neurophysiology, 83 808-827.
Latham, P., Richmond, B., Nirenberg, S., Nelson, P. (2000). Intrinsic dynamics in neuronal networks. II. Experiment. Journal of Neurophysiology, 83 828-835.

1999

Deneve, S., Pouget, A., Latham, P. (1999). Heeger's normalization, line attractor networks, and ideal observers.
Pouget, A., Deneve, S., Ducom, J., Latham, P. (1999). Narrow versus wide tuning curves: what's best for a population code?. Neural Computation, 11 85-90.
Deneve, S., Latham, P., Pouget, A. (1999). Reading population codes: a neural implementation of ideal observers. Nature Neuroscience, 2 740-745.

1998

Gershon, E., Weiner, M., Latham, P., Richmond, B. (1998). Coding strategies in monkey V1 and inferior temporal cortices. Journal of Neurophysiology, 79 1135-1144.
Nirenberg, S., Latham, P. (1998). Population coding in the retina. Current Opinion Neurobiology, 8 488-493.
Pouget, A., Zhang, K., Deneve, S., Latham, P. (1998). Statistically efficient estimation using population coding. Neural Computation, 10 373-401.

1997

Blank, M., Danly, B., Levush, B., Latham, P., Pershing, D. (1997). Experimental demonstration of a W-band gyroklystron amplifier. Physical Review Letters, 79 4485-4488.

1995

Lawson, W., Latham, P., Calame, J., Cheng, J., Hogan, B., Nusinovich, G., ...Reiser, M. (1995). High power operation of first and second harmonic gyrotwystrons. Journal of Applied Physics, 78 550-559.
Guo, H., Hoppe, D., Rodgers, J., Perez, R., Tate, J., onroy, B., ...Nusinovich, G. (1995). Phase-locking of a second-harmonic gyrotron oscillator using a quasi-optical circulator to separate injection and output signals. IEEE Transactions on Plasma Science, 23 822-832.
Latham, P., Nusinovich, G. (1995). Stability analysis of relativistic gyro-traveling wave devices. Physics of Plasmas, 2 3511-3523.
Nusinovich, G., Latham, P., Dumbrajs, O. (1995). Theory of relativistic cyclotron masers. Physical Review E, 52 998-1012.
Latham, P., Nusinovich, G. (1995). Theory of relativistic gyro-traveling wave devices. Physics of Plasmas, 2 3494-3510.

1994

Calame, J., Cheng, J., Latham, P., Lawson, W., Hogan, B., Matthews, H., ...Striffler, C. (1994). Amplification studies of a two-cavity second harmonic gyroklystron with a mixed-mode output cavity.. Journal of Applied Physics, 75 4721-4730.
Nusinovich, G., Latham, P., Li, H. (1994). Efficiency of frequency up-shifted gyrodevices: cyclotron harmonics versus CARM's.. IEEE Transactions on Plasma Science, 22 796-803.
Matthews, H., Lawson, W., Calame, J., Flaherty, M., Hogan, B., Cheng, J., Latham, P. (1994). Experimental studies of stability and amplification in a two-cavity second harmonic gyroklystron. IEEE Transactions on Plasma Science, (22), 825-833.
Latham, P., Lawson, W., Irwin, V., Hogan, B., Nusinovich, G., Matthews, H., Flaherty, M. (1994). High power operation of an X-band gyrotwistron. Physical Review Letters, 72 3730-3733.
Calame, J., Cheng, J., Hogan, B., Lawson, W., Striffler, C., Latham, P., Irwin, V. (1994). Measurements of velocity ratio in a 90 MW gyroklystron electron beam. IEEE Transactions on Plasma Science, 72 3730-3733.
Latham, P., Lawson, W., Irwin, V. (1994). The design of a 100 MW, Ku band second harmonic gyroklystron experiment. IEEE Transactions on Plasma Science, 22 804-817.
Latham, P., Levush, B.N., G, P., S. (1994). Theory of phase-locked gyrotrons operating at cyclotron harmonics. IEEE Transactions on Plasma Science, 22 818-824.

1993

Lawson, W., Matthews, H., Lee, M., Calame, J., Hogan, B., Cheng, J., ...Reiser, M. (1993). High-power operation of a K-band second harmonic gyroklystron. Physical Review Letters, 71 456-459.
Latham, P., Granatstein, V., Carmel, Y. (1993). Phase locking and bandwidth in a gyrotron oscillator. International Journal of Infrared Millimeter Waves, 14 1217-1227.

1992

Tantawi, S., Main, W., Latham, P., Nusinovich, G., Lawson, W., Striffler, C., Granatstein, V. (1992). High-power X-band amplification from an overmoded three-cavity gyroklyston wit h a tunable penultimate cavity. IEEE Transactions on Plasma Science, 20 205-215.
Lawson, W., Latham, P. (1992). The scattering matrix formulation for overmoded coaxial cavities. IEEE Transactions on Microwave Theory and Technique, 40 1973-1977.
Latham, P., Finn, J., Booske, J. (1992). Transverse mode interference in systems with discrete energy levels: applications to waveguide filters. International Journal of Electronics, 72 273-304.
Latham, P., Miller, S., Striffler, C. (1992). Use of Lie transforms to generalize Madey's theorem for computing the gain in microwave devices. Physical Review A, 45 1197-1206.

1991

Bidwell, S., Radack, D., Antonsen, T., Booske, J., Carmel, Y., Destler, W., ...Mayergoyz, I. (1991). A high-average-power tapered FEL amplifier at submillimeter frequencies using sheet electron beams and short-period wigglers. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, A304 187-191.
Lawson, W., Calame, J., Hogan, B., Latham, P., Read, M., Granatstein, V., ...Striffler, C. (1991). Efficient operation of a high-power X-band gyroklystron. Physical Review Letters, 67 520-523.
Calame, J., Lawson, W., Granatstein, V., Latham, P., Hogan, B., Striffler, C., ...Main, W. (1991). Experimental studies of stability and amplification in four overmoded, two-cavity gyroklystrons operating at 9.87 GHz. Journal of Applied Physics, 70 2423-2434.
Latham, P., Levush, B., Antonsen, T., Metzler, N. (1991). Harmonic operation of a free-electron laser. Physical Review Letters, 66 1442-1445.
Park, G., Granatstein, V., Latham, P., Armstrong, C., Ganguly, A., Park, S. (1991). Phase stability of gyroklystron amplifier. IEEE Transactions on Plasma Science, 19 632-640.

1990

Latham, P. (1990). AC space-charge effects in gyroklystron amplifiers. IEEE Transactions on Plasma Science, 18 273-285.
Booske, J., Radack, D., Antonsen, T., Bidwell, S., Carmel, Y., Destler, W., ...Levush, B. (1990). Design of high-average-power, near-millimeter free electron laser oscillators using short-period wigglers and sheet electron beam. IEEE Transactions on Plasma Science, 18 399-415.
Booske, J., Granatstein, V., Radack, D., Antonsen, T., Bidwell, S., Carmel, Y., ...Mayergoyz, I. (1990). High-average-power CW FELs for application to plasma heating: designs and experiments. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, A296 791-796.
Latham, P., Levush, B. (1990). The interaction of high- and low-frequency waves in a free-electron laser. IEEE Transactions on Plasma Science, 18 472-481.

1989

Neilson, J., Latham, P., Caplan, M., Lawson, W. (1989). Determination of the resonant frequencies in a complex cavity using the scattering matrix formulation. IEEE Transactions on Microwave Theory and Technique, 37 1165-1170.
Booske, J., Granatstein, V., Antonsen, T., Destler, W., Finn, J., Latham, P., ...Rodgers, J. (1989). Free-electron laser with small period wiggler and sheet electron beam: a study of the feasibility of operation at 300 GHz with 1 MW CW output power. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, A285 92-96.
Latham, P. (1989). Linear-analysis of a free-electron laser coupled to betatron oscillations. Physics of Fluids B, 1 2085-2098.
Latham, P. (1989). The use of a single source to drive a binary peak power multiplier. IEEE Transactions on Microwave Theory and Technique, 37 929-931.

1988

Latham, P. (1988). An FEL driven by transverse gradients in the wiggler field. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, A272 (442), 447-.
Antonsen, T., Latham, P. (1988). Linear theory of a sheet beam free electron laser. Physics of Fluids, 31 3379-3386.
Chu, K., Latham, P., Granatstein, V. (1988). Penultimate cavity tuning of the gyroklystron amplifier. International Journal of Electronics, 65 419-428.

1987

Bluem, H., Latham, P., Lawson, W., Striffler, C. (1987). Single-particle motion in a large-orbit gyrotron. IEEE Transactions on Microwave Theory and Technique, 35 946-955.
Lawson, W., Latham, P. (1987). The design of a small-orbit/large-orbit gyroklystron experiment. Journal of Applied Physics, 61 519-528.

1985

Chu, K., Granatstein, V., Latham, P., Lawson, W., Striffler, C. (1985). A 30-MW gyroklystron-amplifier design for high-energy linear accelerators. Chu,K.,Granatstein,V.,Latham,P.,Lawson,W.,Striffler,C.. IEEE Transactions on Plasma Science, 13 424-434.

1982

Abarbanel, H., Latham, P. (1982). Finite resolution approximation to the asymptotic distribution for dynamical systems. Physics Letters, 89A 55-58.

1900

Najafi, F., Elsayed, G.F., Cao, R., Pnevmatikakis, E., Latham, P.E., Cunningham, J.P., Churchland, A.K. (1900). Dataset from "Farzaneh Najafi, Gamaleldin F Elsayed, Robin Cao, Eftychios Pnevmatikakis, Peter E. Latham, John P Cunningham, Anne K Churchland (bioRxiv, 2018); Excitatory and inhibitory subnetworks are equally selective during decision-making and emerge simultaneously during learning.”. Cold Spring Harbor Laboratory.
Pedrosa, V., Menichini, E., Pajot-Moric, Q., Vincent, P., Zhou, L., Teachen, L., ...Akrami, A. (1900). Humans, rats and mice show species-specific adaptations to sensory statistics in categorisation behaviour.